Emu Edit: Precise Image Editing via Recognition and Generation Tasks.

Devi Parikh Shelly Sheynin Adam Polyak Uriel Singer Yuval Kirstain Amit Zohar Oron Ashual Devi Parikh Yaniv Taigman Emu Edit: Precise Image Editing via Recognition and Generation Tasks. 8871-8879 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.00847 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#SheyninPSKZAPT24 Rohit Girdhar Mannat Singh Andrew Brown Quentin Duval Samaneh Azadi Sai Saketh Rambhatla Akbar Shah Xi Yin 0001 Devi Parikh Ishan Misra Factorizing Text-to-Video Generation by Explicit Image Conditioning. 205-224 2024 ECCV (62) https://doi.org/10.1007/978-3-031-73033-7_12 conf/eccv/2024-62 db/conf/eccv/eccv2024-62.html#GirdharSBDARSYPM24 streams/conf/eccv Uriel Singer Amit Zohar Yuval Kirstain Shelly Sheynin Adam Polyak Devi Parikh Yaniv Taigman Video Editing via Factorized Diffusion Distillation. 450-466 2024 ECCV (76) https://doi.org/10.1007/978-3-031-73116-7_26 conf/eccv/2024-76 db/conf/eccv/eccv2024-76.html#SingerZKSPPT24 streams/conf/eccv

Uriel Singer Amit Zohar Yuval Kirstain Shelly Sheynin Adam Polyak Devi Parikh Yaniv Taigman Video Editing via Factorized Diffusion Distillation. 2024 abs/2403.09334 CoRR https://doi.org/10.48550/arXiv.2403.09334 db/journals/corr/corr2403.html#abs-2403-09334

Omri Avrahami Thomas Hayes Oran Gafni Sonal Gupta Yaniv Taigman Devi Parikh Dani Lischinski Ohad Fried Xi Yin 0001 SpaText: Spatio-Textual Representation for Controllable Image Generation. 18370-18380 2023 CVPR https://doi.org/10.1109/CVPR52729.2023.01762 conf/cvpr/2023 db/conf/cvpr/cvpr2023.html#AvrahamiHGGTPLF23 Samaneh Azadi Akbar Shah Thomas Hayes Devi Parikh Sonal Gupta Make-An-Animation: Large-Scale Text-conditional 3D Human Motion Generation. 14993-15002 2023 ICCV https://doi.org/10.1109/ICCV51070.2023.01381 conf/iccv/2023 db/conf/iccv/iccv2023.html#AzadiSHPG23 Felix Kreuk Gabriel Synnaeve Adam Polyak Uriel Singer Alexandre Défossez Jade Copet Devi Parikh Yaniv Taigman Yossi Adi AudioGen: Textually Guided Audio Generation. 2023 ICLR https://openreview.net/forum?id=CYK7RfcOzQ4 conf/iclr/2023 db/conf/iclr/iclr2023.html#KreukSPSDCPTA23 Uriel Singer Adam Polyak Thomas Hayes Xi Yin 0001 Jie An 0002 Songyang Zhang 0004 Qiyuan Hu Harry Yang Oron Ashual Oran Gafni Devi Parikh Sonal Gupta Yaniv Taigman Make-A-Video: Text-to-Video Generation without Text-Video Data. 2023 ICLR https://openreview.net/forum?id=nJfylDvgzlq conf/iclr/2023 db/conf/iclr/iclr2023.html#SingerPH00ZHYAG23 Uriel Singer Shelly Sheynin Adam Polyak Oron Ashual Iurii Makarov Filippos Kokkinos Naman Goyal 0001 Andrea Vedaldi Devi Parikh Justin Johnson 0001 Yaniv Taigman Text-To-4D Dynamic Scene Generation. 31915-31929 2023 ICML https://proceedings.mlr.press/v202/singer23a.html conf/icml/2023 db/conf/icml/icml2023.html#SingerSPAMKGVP023

Uriel Singer Shelly Sheynin Adam Polyak Oron Ashual Iurii Makarov Filippos Kokkinos Naman Goyal 0001 Andrea Vedaldi Devi Parikh Justin Johnson 0001 Yaniv Taigman Text-To-4D Dynamic Scene Generation. 2023 abs/2301.11280 CoRR https://doi.org/10.48550/arXiv.2301.11280 db/journals/corr/corr2301.html#abs-2301-11280

Samaneh Azadi Thomas Hayes Akbar Shah Guan Pang Devi Parikh Sonal Gupta Text-Conditional Contextualized Avatars For Zero-Shot Personalization. 2023 abs/2304.07410 CoRR https://doi.org/10.48550/arXiv.2304.07410 db/journals/corr/corr2304.html#abs-2304-07410

Samaneh Azadi Akbar Shah Thomas Hayes Devi Parikh Sonal Gupta Make-An-Animation: Large-Scale Text-conditional 3D Human Motion Generation. 2023 abs/2305.09662 CoRR https://doi.org/10.48550/arXiv.2305.09662 db/journals/corr/corr2305.html#abs-2305-09662

Xiaoliang Dai Ji Hou Chih-Yao Ma Sam S. Tsai Jialiang Wang 0001 Rui Wang 0067 Peizhao Zhang Simon Vandenhende Xiaofang Wang Abhimanyu Dubey Matthew Yu Abhishek Kadian Filip Radenovic Dhruv Mahajan 0001 Kunpeng Li Yue Zhao Vladan Petrovic Mitesh Kumar Singh Simran Motwani Yi Wen 0006 Yiwen Song Roshan Sumbaly Vignesh Ramanathan Zijian He Peter Vajda Devi Parikh Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack. 2023 abs/2309.15807 CoRR https://doi.org/10.48550/arXiv.2309.15807 db/journals/corr/corr2309.html#abs-2309-15807

Shelly Sheynin Adam Polyak Uriel Singer Yuval Kirstain Amit Zohar Oron Ashual Devi Parikh Yaniv Taigman Emu Edit: Precise Image Editing via Recognition and Generation Tasks. 2023 abs/2311.10089 CoRR https://doi.org/10.48550/arXiv.2311.10089 db/journals/corr/corr2311.html#abs-2311-10089

Rohit Girdhar Mannat Singh Andrew Brown Quentin Duval Samaneh Azadi Sai Saketh Rambhatla Akbar Shah Xi Yin 0001 Devi Parikh Ishan Misra Emu Video: Factorizing Text-to-Video Generation by Explicit Image Conditioning. 2023 abs/2311.10709 CoRR https://doi.org/10.48550/arXiv.2311.10709 db/journals/corr/corr2311.html#abs-2311-10709

Ayush Shrivastava Karthik Gopalakrishnan 0001 Yang Liu 0004 Robinson Piramuthu Gökhan Tür Devi Parikh Dilek Hakkani-Tur VISITRON: Visual Semantics-Aligned Interactively Trained Object-Navigator. 1984-1994 2022 ACL (Findings) https://doi.org/10.18653/v1/2022.findings-acl.157 https://aclanthology.org/2022.findings-acl.157 conf/acl/2022f db/conf/acl/acl2022f.html#ShrivastavaGLPT22 Samyak Datta Sameer Dharur Vincent Cartillier Ruta Desai Mukul Khanna Dhruv Batra Devi Parikh Episodic Memory Question Answering. 19097-19106 2022 CVPR https://doi.org/10.1109/CVPR52688.2022.01853 conf/cvpr/2022 db/conf/cvpr/cvpr2022.html#DattaDCDKBP22 Oran Gafni Adam Polyak Oron Ashual Shelly Sheynin Devi Parikh Yaniv Taigman Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors. 89-106 2022 ECCV (15) https://doi.org/10.1007/978-3-031-19784-0_6 conf/eccv/2022-15 db/conf/eccv/eccv2022-15.html#GafniPASPT22 Songwei Ge Thomas Hayes Harry Yang Xi Yin 0001 Guan Pang David Jacobs 0001 Jia-Bin Huang 0001 Devi Parikh Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive Transformer. 102-118 2022 ECCV (17) https://doi.org/10.1007/978-3-031-19790-1_7 conf/eccv/2022-17 db/conf/eccv/eccv2022-17.html#GeHYYPJHP22 Thomas Hayes Songyang Zhang 0004 Xi Yin 0001 Guan Pang Sasha Sheng Harry Yang Songwei Ge Qiyuan Hu Devi Parikh MUGEN: A Playground for Video-Audio-Text Multimodal Understanding and GENeration. 431-449 2022 ECCV (8) https://doi.org/10.1007/978-3-031-20074-8_25 conf/eccv/2022-8 db/conf/eccv/eccv2022-8.html#HayesZYPSYGHP22

Oran Gafni Adam Polyak Oron Ashual Shelly Sheynin Devi Parikh Yaniv Taigman Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors. 2022 abs/2203.13131 CoRR https://doi.org/10.48550/arXiv.2203.13131 db/journals/corr/corr2203.html#abs-2203-13131

Songwei Ge Thomas Hayes Harry Yang Xi Yin 0001 Guan Pang David Jacobs 0001 Jia-Bin Huang 0001 Devi Parikh Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive Transformer. 2022 abs/2204.03638 CoRR https://doi.org/10.48550/arXiv.2204.03638 db/journals/corr/corr2204.html#abs-2204-03638

Thomas Hayes Songyang Zhang 0004 Xi Yin 0001 Guan Pang Sasha Sheng Harry Yang Songwei Ge Qiyuan Hu Devi Parikh MUGEN: A Playground for Video-Audio-Text Multimodal Understanding and GENeration. 2022 abs/2204.08058 CoRR https://doi.org/10.48550/arXiv.2204.08058 db/journals/corr/corr2204.html#abs-2204-08058

Samyak Datta Sameer Dharur Vincent Cartillier Ruta Desai Mukul Khanna Dhruv Batra Devi Parikh Episodic Memory Question Answering. 2022 abs/2205.01652 CoRR https://doi.org/10.48550/arXiv.2205.01652 db/journals/corr/corr2205.html#abs-2205-01652

Uriel Singer Adam Polyak Thomas Hayes Xi Yin 0001 Jie An 0002 Songyang Zhang 0004 Qiyuan Hu Harry Yang Oron Ashual Oran Gafni Devi Parikh Sonal Gupta Yaniv Taigman Make-A-Video: Text-to-Video Generation without Text-Video Data. 2022 abs/2209.14792 CoRR https://doi.org/10.48550/arXiv.2209.14792 https://www.wikidata.org/entity/Q114328256 db/journals/corr/corr2209.html#abs-2209-14792

Felix Kreuk Gabriel Synnaeve Adam Polyak Uriel Singer Alexandre Défossez Jade Copet Devi Parikh Yaniv Taigman Yossi Adi AudioGen: Textually Guided Audio Generation. 2022 abs/2209.15352 CoRR https://doi.org/10.48550/arXiv.2209.15352 db/journals/corr/corr2209.html#abs-2209-15352

Omri Avrahami Thomas Hayes Oran Gafni Sonal Gupta Yaniv Taigman Devi Parikh Dani Lischinski Ohad Fried Xi Yin 0001 SpaText: Spatio-Textual Representation for Controllable Image Generation. 2022 abs/2211.14305 CoRR https://doi.org/10.48550/arXiv.2211.14305 db/journals/corr/corr2211.html#abs-2211-14305

Devi Parikh AI-assisted Human creativity. 2021 AffCon@AAAI conf/aaai/2021affcon db/conf/aaai/affcon2021.html#Parikh21 Xudong Lin 0003 Gedas Bertasius Jue Wang 0001 Shih-Fu Chang Devi Parikh Lorenzo Torresani Vx2Text: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs. 7005-7015 2021 CVPR https://openaccess.thecvf.com/content/CVPR2021/html/Lin_Vx2Text_End-to-End_Learning_of_Video-Based_Text_Generation_From_Multimodal_Inputs_CVPR_2021_paper.html https://doi.org/10.1109/CVPR46437.2021.00693 conf/cvpr/2021 db/conf/cvpr/cvpr2021.html#0003BWCPT21 Kenneth Marino Xinlei Chen Devi Parikh Abhinav Gupta 0001 Marcus Rohrbach KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA. 14111-14121 2021 CVPR https://openaccess.thecvf.com/content/CVPR2021/html/Marino_KRISP_Integrating_Implicit_and_Symbolic_Knowledge_for_Open-Domain_Knowledge-Based_VQA_CVPR_2021_paper.html https://doi.org/10.1109/CVPR46437.2021.01389 conf/cvpr/2021 db/conf/cvpr/cvpr2021.html#MarinoCP0R21 Songwei Ge Devi Parikh Visual Conceptual Blending with Large-Scale Language and Vision Models. 6-10 2021 ICCC https://computationalcreativity.net/iccc21/wp-content/uploads/2021/09/ICCC_2021_paper_90.pdf conf/icccrea/2021 db/conf/icccrea/icccrea2021.html#GeP21 Yash Kant Abhinav Moudgil Dhruv Batra Devi Parikh Harsh Agrawal Contrast and Classify: Training Robust VQA Models. 1584-1593 2021 ICCV https://doi.org/10.1109/ICCV48922.2021.00163 conf/iccv/2021 db/conf/iccv/iccv2021.html#KantMBPA21 Songwei Ge Vedanuj Goswami Larry Zitnick Devi Parikh Creative Sketch Generation. 2021 ICLR https://openreview.net/forum?id=gwnoVHIES05 conf/iclr/2021 db/conf/iclr/iclr2021.html#GeGZP21 Sameer Dharur Purva Tendulkar Dhruv Batra Devi Parikh Ramprasaath R. Selvaraju SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency. 3103-3111 2021 NAACL-HLT https://doi.org/10.18653/v1/2021.naacl-main.248 https://aclanthology.org/2021.naacl-main.248/ conf/naacl/2021 db/conf/naacl/naacl2021.html#DharurTBPS21 Abhishek Das 0002 Muhammed Shuaibi Aini Palizhati Siddharth Goyal Aditya Grover Adeesh Kolluru Janice Lan Ammar Rizvi Anuroop Sriram Brandon M. Wood Devi Parikh Zachary W. Ulissi C. Lawrence Zitnick Guolin Ke Shuxin Zheng Yu Shi Di He 0001 Tie-Yan Liu Chengxuan Ying Jiacheng You Yihan He Rostislav Grigoriev Ruslan Lukin Adel Yarullin Max Faleev The Open Catalyst Challenge 2021: Competition Report. 29-40 2021 NeurIPS (Competition and Demos) https://proceedings.mlr.press/v176/das22a.html conf/nips/2021demo db/conf/nips/demo2021x.html#DasSPGGKLRSWPUZ21 Sasha Sheng Amanpreet Singh Vedanuj Goswami Jose Alberto Lopez Magana Tristan Thrush Wojciech Galuba Devi Parikh Douwe Kiela Human-Adversarial Visual Question Answering. 20346-20359 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/aa97d584861474f4097cf13ccb5325da-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#ShengSGMTGPK21

Xudong Lin 0003 Gedas Bertasius Jue Wang 0001 Shih-Fu Chang Devi Parikh Lorenzo Torresani VX2TEXT: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs. 2021 abs/2101.12059 CoRR https://arxiv.org/abs/2101.12059 db/journals/corr/corr2101.html#abs-2101-12059

Weihua Hu Muhammed Shuaibi Abhishek Das 0002 Siddharth Goyal Anuroop Sriram Jure Leskovec Devi Parikh C. Lawrence Zitnick ForceNet: A Graph Neural Network for Large-Scale Quantum Calculations. 2021 abs/2103.01436 CoRR https://arxiv.org/abs/2103.01436 db/journals/corr/corr2103.html#abs-2103-01436

Ayush Shrivastava Karthik Gopalakrishnan 0001 Yang Liu 0004 Robinson Piramuthu Gökhan Tür Devi Parikh Dilek Hakkani-Tür VISITRON: Visual Semantics-Aligned Interactively Trained Object-Navigator. 2021 abs/2105.11589 CoRR https://arxiv.org/abs/2105.11589 db/journals/corr/corr2105.html#abs-2105-11589

Sasha Sheng Amanpreet Singh Vedanuj Goswami Jose Alberto Lopez Magana Wojciech Galuba Devi Parikh Douwe Kiela Human-Adversarial Visual Question Answering. 2021 abs/2106.02280 CoRR https://arxiv.org/abs/2106.02280 db/journals/corr/corr2106.html#abs-2106-02280

Ramya Srinivasan 0002 Devi Parikh Building Bridges: Generative Artworks to Explore AI Ethics. 2021 abs/2106.13901 CoRR https://arxiv.org/abs/2106.13901 db/journals/corr/corr2106.html#abs-2106-13901

Songwei Ge Devi Parikh Visual Conceptual Blending with Large-scale Language and Vision Models. 2021 abs/2106.14127 CoRR https://arxiv.org/abs/2106.14127 db/journals/corr/corr2106.html#abs-2106-14127

Gunjan Aggarwal Devi Parikh Dance2Music: Automatic Dance-driven Music Generation. 2021 abs/2107.06252 CoRR https://arxiv.org/abs/2107.06252 db/journals/corr/corr2107.html#abs-2107-06252

Safinah Ali Devi Parikh Telling Creative Stories Using Generative Visual Aids. 2021 abs/2110.14810 CoRR https://arxiv.org/abs/2110.14810 db/journals/corr/corr2110.html#abs-2110-14810

Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das 0002 Ramakrishna Vedantam Devi Parikh Dhruv Batra Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization. 336-359 2020 128 Int. J. Comput. Vis. 2 https://doi.org/10.1007/s11263-019-01228-7 https://www.wikidata.org/entity/Q112832282 db/journals/ijcv/ijcv128.html#SelvarajuCDVPB20

Samyak Datta Oleksandr Maksymets Judy Hoffman Stefan Lee Dhruv Batra Devi Parikh Integrating Egocentric Localization for More Realistic Point-Goal Navigation Agents. 313-328 2020 CoRL https://proceedings.mlr.press/v155/datta21a.html conf/corl/2020 db/conf/corl/corl2020.html#DattaMHLBP20 Peter Anderson Ayush Shrivastava Joanne Truong Arjun Majumdar Devi Parikh Dhruv Batra Stefan Lee Sim-to-Real Transfer for Vision-and-Language Navigation. 671-681 2020 CoRL https://proceedings.mlr.press/v155/anderson21a.html conf/corl/2020 db/conf/corl/corl2020.html#AndersonSTMPBL20 Ramprasaath R. Selvaraju Purva Tendulkar Devi Parikh Eric Horvitz Marco Túlio Ribeiro Besmira Nushi Ece Kamar SQuINTing at VQA Models: Introspecting VQA Models With Sub-Questions. 10000-10008 2020 CVPR https://openaccess.thecvf.com/content_CVPR_2020/html/Selvaraju_SQuINTing_at_VQA_Models_Introspecting_VQA_Models_With_Sub-Questions_CVPR_2020_paper.html https://doi.org/10.1109/CVPR42600.2020.01002 conf/cvpr/2020 db/conf/cvpr/cvpr2020.html#SelvarajuTPHRNK20 Jiasen Lu Vedanuj Goswami Marcus Rohrbach Devi Parikh Stefan Lee 12-in-1: Multi-Task Vision and Language Representation Learning. 10434-10443 2020 CVPR https://openaccess.thecvf.com/content_CVPR_2020/html/Lu_12-in-1_Multi-Task_Vision_and_Language_Representation_Learning_CVPR_2020_paper.html https://doi.org/10.1109/CVPR42600.2020.01045 conf/cvpr/2020 db/conf/cvpr/cvpr2020.html#LuGRPL20 Arjun Majumdar Ayush Shrivastava Stefan Lee Peter Anderson Devi Parikh Dhruv Batra Improving Vision-and-Language Navigation with Image-Text Pairs from the Web. 259-274 2020 ECCV (6) https://doi.org/10.1007/978-3-030-58539-6_16 conf/eccv/2020-6 db/conf/eccv/eccv2020-6.html#MajumdarSLAPB20 Vishvak Murahari Dhruv Batra Devi Parikh Abhishek Das 0002 Large-Scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline. 336-352 2020 ECCV (18) https://doi.org/10.1007/978-3-030-58523-5_20 conf/eccv/2020-18 db/conf/eccv/eccv2020-18.html#MurahariBPD20 Medhini Narasimhan Erik Wijmans Xinlei Chen Trevor Darrell Dhruv Batra Devi Parikh Amanpreet Singh Seeing the Un-Scene: Learning Amodal Semantic Maps for Room Navigation. 513-529 2020 ECCV (18) https://doi.org/10.1007/978-3-030-58523-5_30 conf/eccv/2020-18 db/conf/eccv/eccv2020-18.html#NarasimhanWCDBP20 Yash Kant Dhruv Batra Peter Anderson Alexander G. Schwing Devi Parikh Jiasen Lu Harsh Agrawal Spatially Aware Multimodal Transformers for TextVQA. 715-732 2020 ECCV (9) https://doi.org/10.1007/978-3-030-58545-7_41 conf/eccv/2020-9 db/conf/eccv/eccv2020-9.html#KantBASPLA20 Meera Hahn Jacob Krantz Dhruv Batra Devi Parikh James M. Rehg Stefan Lee Peter Anderson Where Are You? Localization from Embodied Dialog. 806-822 2020 EMNLP (1) https://doi.org/10.18653/v1/2020.emnlp-main.59 https://aclanthology.org/2020.emnlp-main.59/ conf/emnlp/2020-1 db/conf/emnlp/emnlp2020-1.html#HahnKBPRLA20 Devi Parikh C. Lawrence Zitnick Exploring Crowd Co-creation Scenarios for Sketches. 73-76 2020 ICCC https://computationalcreativity.net/iccc20/papers/092-iccc20.pdf conf/icccrea/2020 db/conf/icccrea/icccrea2020.html#ParikhZ20 Purva Tendulkar Abhishek Das Aniruddha Kembhavi Devi Parikh Feel The Music: Automatically Generating A Dance For An Input Song. 292-295 2020 ICCC https://computationalcreativity.net/iccc20/papers/170-iccc20.pdf conf/icccrea/2020 db/conf/icccrea/icccrea2020.html#TendulkarDKP20 X. Alice Li Devi Parikh Lemotif: An Affective Visual Journal Using Deep Neural Networks. 453-460 2020 ICCC https://computationalcreativity.net/iccc20/papers/045-iccc20.pdf conf/icccrea/2020 db/conf/icccrea/icccrea2020.html#LiP20 Devi Parikh Predicting A Creator's Preferences In, and From, Interactive Generative Art. 484-487 2020 ICCC https://computationalcreativity.net/iccc20/papers/096-iccc20.pdf conf/icccrea/2020 db/conf/icccrea/icccrea2020.html#Parikh20 Gunjan Aggarwal Devi Parikh Neuro-Symbolic Generative Art: A Preliminary Study. 492-495 2020 ICCC https://computationalcreativity.net/iccc20/papers/136-iccc20.pdf conf/icccrea/2020 db/conf/icccrea/icccrea2020.html#AggarwalP20 Erik Wijmans Abhishek Kadian Ari Morcos Stefan Lee Irfan Essa Devi Parikh Manolis Savva Dhruv Batra DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames. 2020 ICLR https://openreview.net/forum?id=H1gX8C4YPr conf/iclr/2020 db/conf/iclr/iclr2020.html#WijmansKMLEPSB20 Nirbhay Modhe Prithvijit Chattopadhyay Mohit Sharma Abhishek Das 0002 Devi Parikh Dhruv Batra Ramakrishna Vedantam IR-VIC: Unsupervised Discovery of Sub-goals for Transfer in RL. 2022-2028 2020 IJCAI https://doi.org/10.24963/ijcai.2020/280 conf/ijcai/2020 db/conf/ijcai/ijcai2020.html#ModheCSDPBV20 Devendra Singh Chaplot Lisa Lee Ruslan Salakhutdinov Devi Parikh Dhruv Batra Embodied Multimodal Multitask Learning. 2442-2448 2020 IJCAI https://doi.org/10.24963/ijcai.2020/338 conf/ijcai/2020 db/conf/ijcai/ijcai2020.html#ChaplotLSPB20 Michael Cogswell Jiasen Lu Rishabh Jain Stefan Lee Devi Parikh Dhruv Batra Dialog without Dialog Data: Learning Visual Dialog Agents from VQA Data. 2020 NeurIPS https://proceedings.neurips.cc/paper/2020/hash/e7023ba77a45f7e84c5ee8a28dd63585-Abstract.html conf/nips/2020 db/conf/nips/neurips2020.html#CogswellLJLPB20 Douwe Kiela Hamed Firooz Aravind Mohan Vedanuj Goswami Amanpreet Singh Casey A. Fitzpatrick Peter Bull Greg Lipstein Tony Nelli Ron Zhu Niklas Muennighoff Riza Velioglu Jewgeni Rose Phillip Lippe Nithin Holla Shantanu Chandra Santhosh Rajamanickam Georgios Antoniou Ekaterina Shutova Helen Yannakoudakis Vlad Sandulescu Umut Ozertem Patrick Pantel Lucia Specia Devi Parikh The Hateful Memes Challenge: Competition Report. 344-360 2020 NeurIPS (Competition and Demos) http://proceedings.mlr.press/v133/kiela21a.html conf/nips/2020demo db/conf/nips/demo2020x.html#KielaFMGSFBLNZM20

Ramprasaath R. Selvaraju Purva Tendulkar Devi Parikh Eric Horvitz Marco Ribeiro Besmira Nushi Ece Kamar SQuINTing at VQA Models: Interrogating VQA Models with Sub-Questions. 2020 abs/2001.06927 CoRR https://arxiv.org/abs/2001.06927 db/journals/corr/corr2001.html#abs-2001-06927

Devi Parikh Predicting A Creator's Preferences In, and From, Interactive Generative Art. 2020 abs/2003.01274 CoRR https://arxiv.org/abs/2003.01274 db/journals/corr/corr2003.html#abs-2003-01274

Amanpreet Singh Vedanuj Goswami Devi Parikh Are we pretraining it right? Digging deeper into visio-linguistic pretraining. 2020 abs/2004.08744 CoRR https://arxiv.org/abs/2004.08744 db/journals/corr/corr2004.html#abs-2004-08744

Arjun Majumdar Ayush Shrivastava Stefan Lee Peter Anderson Devi Parikh Dhruv Batra Improving Vision-and-Language Navigation with Image-Text Pairs from the Web. 2020 abs/2004.14973 CoRR https://arxiv.org/abs/2004.14973 db/journals/corr/corr2004.html#abs-2004-14973

Devi Parikh C. Lawrence Zitnick Exploring Crowd Co-creation Scenarios for Sketches. 2020 abs/2005.07328 CoRR https://arxiv.org/abs/2005.07328 db/journals/corr/corr2005.html#abs-2005-07328

Purva Tendulkar Abhishek Das Aniruddha Kembhavi Devi Parikh Feel The Music: Automatically Generating A Dance For An Input Song. 2020 abs/2006.11905 CoRR https://arxiv.org/abs/2006.11905 db/journals/corr/corr2006.html#abs-2006-11905

Gunjan Aggarwal Devi Parikh Neuro-Symbolic Generative Art: A Preliminary Study. 2020 abs/2007.02171 CoRR https://arxiv.org/abs/2007.02171 db/journals/corr/corr2007.html#abs-2007-02171

Medhini Narasimhan Erik Wijmans Xinlei Chen Trevor Darrell Dhruv Batra Devi Parikh Amanpreet Singh Seeing the Un-Scene: Learning Amodal Semantic Maps for Room Navigation. 2020 abs/2007.09841 CoRR https://arxiv.org/abs/2007.09841 db/journals/corr/corr2007.html#abs-2007-09841

Yash Kant Dhruv Batra Peter Anderson Alexander G. Schwing Devi Parikh Jiasen Lu Harsh Agrawal Spatially Aware Multimodal Transformers for TextVQA. 2020 abs/2007.12146 CoRR https://arxiv.org/abs/2007.12146 db/journals/corr/corr2007.html#abs-2007-12146

Michael Cogswell Jiasen Lu Rishabh Jain Stefan Lee Devi Parikh Dhruv Batra Dialog without Dialog Data: Learning Visual Dialog Agents from VQA Data. 2020 abs/2007.12750 CoRR https://arxiv.org/abs/2007.12750 db/journals/corr/corr2007.html#abs-2007-12750

Samyak Datta Oleksandr Maksymets Judy Hoffman Stefan Lee Dhruv Batra Devi Parikh Integrating Egocentric Localization for More Realistic Point-Goal Navigation Agents. 2020 abs/2009.03231 CoRR https://arxiv.org/abs/2009.03231 db/journals/corr/corr2009.html#abs-2009-03231

Yash Kant Abhinav Moudgil Dhruv Batra Devi Parikh Harsh Agrawal Contrast and Classify: Alternate Training for Robust VQA. 2020 abs/2010.06087 CoRR https://arxiv.org/abs/2010.06087 db/journals/corr/corr2010.html#abs-2010-06087

C. Lawrence Zitnick Lowik Chanussot Abhishek Das 0002 Siddharth Goyal Javier Heras-Domingo Caleb Ho Weihua Hu Thibaut Lavril Aini Palizhati Morgane Riviere Muhammed Shuaibi Anuroop Sriram Kevin Tran Brandon M. Wood Junwoong Yoon Devi Parikh Zachary W. Ulissi An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage. 2020 abs/2010.09435 CoRR https://arxiv.org/abs/2010.09435 db/journals/corr/corr2010.html#abs-2010-09435

Lowik Chanussot Abhishek Das 0002 Siddharth Goyal Thibaut Lavril Muhammed Shuaibi Morgane Riviere Kevin Tran Javier Heras-Domingo Caleb Ho Weihua Hu Aini Palizhati Anuroop Sriram Brandon M. Wood Junwoong Yoon Devi Parikh C. Lawrence Zitnick Zachary W. Ulissi The Open Catalyst 2020 (OC20) Dataset and Community Challenges. 2020 abs/2010.09990 CoRR https://arxiv.org/abs/2010.09990 db/journals/corr/corr2010.html#abs-2010-09990

Sameer Dharur Purva Tendulkar Dhruv Batra Devi Parikh Ramprasaath R. Selvaraju SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency. 2020 abs/2010.10038 CoRR https://arxiv.org/abs/2010.10038 db/journals/corr/corr2010.html#abs-2010-10038

Peter Anderson Ayush Shrivastava Joanne Truong Arjun Majumdar Devi Parikh Dhruv Batra Stefan Lee Sim-to-Real Transfer for Vision-and-Language Navigation. 2020 abs/2011.03807 CoRR https://arxiv.org/abs/2011.03807 db/journals/corr/corr2011.html#abs-2011-03807

Meera Hahn Jacob Krantz Dhruv Batra Devi Parikh James M. Rehg Stefan Lee Peter Anderson Where Are You? Localization from Embodied Dialog. 2020 abs/2011.08277 CoRR https://arxiv.org/abs/2011.08277 db/journals/corr/corr2011.html#abs-2011-08277

Songwei Ge Vedanuj Goswami C. Lawrence Zitnick Devi Parikh Creative Sketch Generation. 2020 abs/2011.10039 CoRR https://arxiv.org/abs/2011.10039 db/journals/corr/corr2011.html#abs-2011-10039

Kenneth Marino Xinlei Chen Devi Parikh Abhinav Gupta 0001 Marcus Rohrbach KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA. 2020 abs/2012.11014 CoRR https://arxiv.org/abs/2012.11014 db/journals/corr/corr2012.html#abs-2012-11014

Jianwei Yang Jiayuan Mao Jiajun Wu 0001 Devi Parikh David D. Cox Joshua B. Tenenbaum Chuang Gan 0001 Object-Centric Diagnosis of Visual Reasoning. 2020 abs/2012.11587 CoRR https://arxiv.org/abs/2012.11587 db/journals/corr/corr2012.html#abs-2012-11587

Yash Goyal Tejas Khot Aishwarya Agrawal Douglas Summers-Stay Dhruv Batra Devi Parikh Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering. 398-414 2019 127 Int. J. Comput. Vis. 4 https://doi.org/10.1007/s11263-018-1116-0 db/journals/ijcv/ijcv127.html#GoyalKASBP19

Abhishek Das 0002 Satwik Kottur Khushi Gupta Avi Singh Deshraj Yadav Stefan Lee José M. F. Moura Devi Parikh Dhruv Batra Visual Dialog. 1242-1256 2019 41 IEEE Trans. Pattern Anal. Mach. Intell. 5 https://doi.org/10.1109/TPAMI.2018.2828437 https://www.wikidata.org/entity/Q89555128 db/journals/pami/pami41.html#DasKGSYLMPB19

Jin-Hwa Kim Nikita Kitaev Xinlei Chen Marcus Rohrbach Byoung-Tak Zhang Yuandong Tian Dhruv Batra Devi Parikh CoDraw: Collaborative Drawing as a Testbed for Grounded Goal-driven Communication. 6495-6513 2019 ACL (1) https://doi.org/10.18653/v1/p19-1651 https://aclanthology.org/P19-1651/ conf/acl/2019-1 db/conf/acl/acl2019-1.html#KimKCRZTBP19 Meet Shah 0001 Xinlei Chen Marcus Rohrbach Devi Parikh Cycle-Consistency for Robust Visual Question Answering. 6649-6658 2019 CVPR http://openaccess.thecvf.com/content_CVPR_2019/html/Shah_Cycle-Consistency_for_Robust_Visual_Question_Answering_CVPR_2019_paper.html https://doi.org/10.1109/CVPR.2019.00681 conf/cvpr/2019 db/conf/cvpr/cvpr2019.html#ShahCRP19 Erik Wijmans Samyak Datta Oleksandr Maksymets Abhishek Das 0002 Georgia Gkioxari Stefan Lee Irfan Essa Devi Parikh Dhruv Batra Embodied Question Answering in Photorealistic Environments With Point Cloud Perception. 6659-6668 2019 CVPR http://openaccess.thecvf.com/content_CVPR_2019/html/Wijmans_Embodied_Question_Answering_in_Photorealistic_Environments_With_Point_Cloud_Perception_CVPR_2019_paper.html https://doi.org/10.1109/CVPR.2019.00682 conf/cvpr/2019 db/conf/cvpr/cvpr2019.html#WijmansDMDGLEPB19 Huda AlAmri Vincent Cartillier Abhishek Das 0002 Jue Wang 0010 Anoop Cherian Irfan Essa Dhruv Batra Tim K. Marks Chiori Hori Peter Anderson Stefan Lee Devi Parikh Audio Visual Scene-Aware Dialog. 7558-7567 2019 CVPR http://openaccess.thecvf.com/content_CVPR_2019/html/Alamri_Audio_Visual_Scene-Aware_Dialog_CVPR_2019_paper.html https://doi.org/10.1109/CVPR.2019.00774 conf/cvpr/2019 db/conf/cvpr/cvpr2019.html#AlAmriCD0CEBMHA19 Amanpreet Singh Vivek Natarajan Meet Shah 0001 Yu Jiang Xinlei Chen Dhruv Batra Devi Parikh Marcus Rohrbach Towards VQA Models That Can Read. 8317-8326 2019 CVPR http://openaccess.thecvf.com/content_CVPR_2019/html/Singh_Towards_VQA_Models_That_Can_Read_CVPR_2019_paper.html https://doi.org/10.1109/CVPR.2019.00851 conf/cvpr/2019 db/conf/cvpr/cvpr2019.html#SinghNSJCBPR19 Vishvak Murahari Prithvijit Chattopadhyay Dhruv Batra Devi Parikh Abhishek Das Improving Generative Visual Dialog by Answering Diverse Questions. 1449-1454 2019 EMNLP/IJCNLP (1) https://doi.org/10.18653/v1/D19-1152 conf/emnlp/2019-1 db/conf/emnlp/emnlp2019-1.html#MurahariCBPD19 Chiori Hori Huda AlAmri Jue Wang 0010 Gordon Wichern Takaaki Hori Anoop Cherian Tim K. Marks Vincent Cartillier Raphael Gontijo Lopes Abhishek Das 0002 Irfan Essa Dhruv Batra Devi Parikh End-to-end Audio Visual Scene-aware Dialog Using Multimodal Attention-based Video Features. 2352-2356 2019 ICASSP https://doi.org/10.1109/ICASSP.2019.8682583 conf/icassp/2019 db/conf/icassp/icassp2019.html#HoriA0WHCMCLDEB19 Purva Tendulkar Kalpesh Krishna Ramprasaath R. Selvaraju Devi Parikh Trick or TReAT : Thematic Reinforcement for Artistic Typography. 188-195 2019 ICCC https://computationalcreativity.net/iccc2019/papers/iccc19-paper-48.pdf conf/icccrea/2019 db/conf/icccrea/icccrea2019.html#TendulkarKSP19 Daniel Gordon Abhishek Kadian Devi Parikh Judy Hoffman Dhruv Batra SplitNet: Sim2Sim and Task2Task Transfer for Embodied Visual Navigation. 1022-1031 2019 ICCV https://doi.org/10.1109/ICCV.2019.00111 conf/iccv/2019 db/conf/iccv/iccv2019.html#GordonKPHB19 Jianwei Yang Zhile Ren Mingze Xu Xinlei Chen David J. Crandall Devi Parikh Dhruv Batra Embodied Amodal Recognition: Learning to Move to Perceive Objects. 2040-2050 2019 ICCV https://doi.org/10.1109/ICCV.2019.00213 conf/iccv/2019 db/conf/iccv/iccv2019.html#YangRXCCPB19 Ramprasaath Ramasamy Selvaraju Stefan Lee Yilin Shen Hongxia Jin Shalini Ghosh Larry P. Heck Dhruv Batra Devi Parikh Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded. 2591-2600 2019 ICCV https://doi.org/10.1109/ICCV.2019.00268 conf/iccv/2019 db/conf/iccv/iccv2019.html#SelvarajuLSJGHB19 Samyak Datta Karan Sikka Anirban Roy Karuna Ahuja Devi Parikh Ajay Divakaran Align2Ground: Weakly Supervised Phrase Grounding Guided by Image-Caption Alignment. 2601-2610 2019 ICCV https://doi.org/10.1109/ICCV.2019.00269 conf/iccv/2019 db/conf/iccv/iccv2019.html#DattaSRAPD19 Wei-Lin Hsiao Isay Katsman Chao-Yuan Wu Devi Parikh Kristen Grauman Fashion++: Minimal Edits for Outfit Improvement. 5046-5055 2019 ICCV https://doi.org/10.1109/ICCV.2019.00515 conf/iccv/2019 db/conf/iccv/iccv2019.html#HsiaoKWPG19 Harsh Agrawal Peter Anderson 0001 Karan Desai Yufei Wang 0003 Xinlei Chen Rishabh Jain Mark Johnson 0001 Dhruv Batra Devi Parikh Stefan Lee nocaps: novel object captioning at scale. 8947-8956 2019 ICCV https://doi.org/10.1109/ICCV.2019.00904 conf/iccv/2019 db/conf/iccv/iccv2019.html#AgrawalAD0CJ0BP19 Manolis Savva Jitendra Malik Devi Parikh Dhruv Batra Abhishek Kadian Oleksandr Maksymets Yili Zhao Erik Wijmans Bhavana Jain Julian Straub Jia Liu Vladlen Koltun Habitat: A Platform for Embodied AI Research. 9338-9346 2019 ICCV https://doi.org/10.1109/ICCV.2019.00943 conf/iccv/2019 db/conf/iccv/iccv2019.html#SavvaMPBKMZWJSL19 Nan Rosemary Ke Amanpreet Singh Ahmed Touati Anirudh Goyal Yoshua Bengio Devi Parikh Dhruv Batra Modeling the Long Term Future in Model-Based Reinforcement Learning. 2019 ICLR (Poster) https://openreview.net/forum?id=SkgQBn0cF7 conf/iclr/2019 db/conf/iclr/iclr2019.html#KeSTGBPB19 Abhishek Das Théophile Gervet Joshua Romoff Dhruv Batra Devi Parikh Mike Rabbat Joelle Pineau TarMAC: Targeted Multi-Agent Communication. 1538-1546 2019 ICML http://proceedings.mlr.press/v97/das19a.html conf/icml/2019 db/conf/icml/icml2019.html#DasGRBPRP19 Yash Goyal Ziyan Wu 0001 Jan Ernst Dhruv Batra Devi Parikh Stefan Lee Counterfactual Visual Explanations. 2376-2384 2019 ICML http://proceedings.mlr.press/v97/goyal19a.html conf/icml/2019 db/conf/icml/icml2019.html#GoyalWEBPL19 Ramakrishna Vedantam Karan Desai Stefan Lee Marcus Rohrbach Dhruv Batra Devi Parikh Probabilistic Neural Symbolic Models for Interpretable Visual Question Answering. 6428-6437 2019 ICML http://proceedings.mlr.press/v97/vedantam19a.html conf/icml/2019 db/conf/icml/icml2019.html#VedantamDLRBP19 Satwik Kottur José M. F. Moura Devi Parikh Dhruv Batra Marcus Rohrbach CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog. 582-595 2019 NAACL-HLT (1) https://doi.org/10.18653/v1/n19-1058 https://aclanthology.org/N19-1058/ conf/naacl/2019-1 db/conf/naacl/naacl2019-1.html#KotturMPBR19 Jiasen Lu Dhruv Batra Devi Parikh Stefan Lee ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks. 13-23 2019 NeurIPS https://proceedings.neurips.cc/paper/2019/hash/c74d97b01eae257e44aa9d5bade97baf-Abstract.html http://papers.nips.cc/paper/8297-vilbert-pretraining-task-agnostic-visiolinguistic-representations-for-vision-and-language-tasks conf/nips/2019 db/conf/nips/nips2019.html#LuBPL19 Peter Anderson Ayush Shrivastava Devi Parikh Dhruv Batra Stefan Lee Chasing Ghosts: Instruction Following as Bayesian State Tracking. 369-379 2019 NeurIPS https://proceedings.neurips.cc/paper/2019/hash/82161242827b703e6acf9c726942a1e4-Abstract.html http://papers.nips.cc/paper/8329-chasing-ghosts-instruction-following-as-bayesian-state-tracking conf/nips/2019 db/conf/nips/nips2019.html#AndersonSPBL19 Rémi Cadène Corentin Dancette Hédi Ben-Younes Matthieu Cord Devi Parikh RUBi: Reducing Unimodal Biases for Visual Question Answering. 839-850 2019 NeurIPS https://proceedings.neurips.cc/paper/2019/hash/51d92be1c60d1db1d2e5e7a07da55b26-Abstract.html http://papers.nips.cc/paper/8371-rubi-reducing-unimodal-biases-for-visual-question-answering conf/nips/2019 db/conf/nips/nips2019.html#CadeneDBCP19 Jianwei Yang Zhile Ren Chuang Gan 0001 Hongyuan Zhu Devi Parikh Cross-channel Communication Networks. 1295-1304 2019 NeurIPS https://proceedings.neurips.cc/paper/2019/hash/d840cc5d906c3e9c84374c8919d2074e-Abstract.html http://papers.nips.cc/paper/8411-cross-channel-communication-networks conf/nips/2019 db/conf/nips/nips2019.html#YangRGZP19

Koichiro Yoshino Chiori Hori Julien Perez Luis Fernando D'Haro Lazaros Polymenakos R. Chulaka Gunasekara Walter S. Lasecki Jonathan K. Kummerfeld Michel Galley Chris Brockett Jianfeng Gao 0001 Bill Dolan Xiang Gao 0011 Huda AlAmri Tim K. Marks Devi Parikh Dhruv Batra Dialog System Technology Challenge 7. 2019 abs/1901.03461 CoRR http://arxiv.org/abs/1901.03461 db/journals/corr/corr1901.html#abs-1901-03461

Abhishek Das Devi Parikh Dhruv Batra Response to "Visual Dialogue without Vision or Dialogue" (Massiceti et al., 2018). 2019 abs/1901.05531 CoRR http://arxiv.org/abs/1901.05531 db/journals/corr/corr1901.html#abs-1901-05531

Huda AlAmri Vincent Cartillier Abhishek Das 0002 Jue Wang 0010 Stefan Lee Peter Anderson Irfan Essa Devi Parikh Dhruv Batra Anoop Cherian Tim K. Marks Chiori Hori Audio-Visual Scene-Aware Dialog. 2019 abs/1901.09107 CoRR http://arxiv.org/abs/1901.09107 db/journals/corr/corr1901.html#abs-1901-09107

Devendra Singh Chaplot Lisa Lee Ruslan Salakhutdinov Devi Parikh Dhruv Batra Embodied Multimodal Multitask Learning. 2019 abs/1902.01385 CoRR http://arxiv.org/abs/1902.01385 db/journals/corr/corr1902.html#abs-1902-01385

Ramprasaath R. Selvaraju Stefan Lee Yilin Shen Hongxia Jin Dhruv Batra Devi Parikh Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded. 2019 abs/1902.03751 CoRR http://arxiv.org/abs/1902.03751 db/journals/corr/corr1902.html#abs-1902-03751

Meet Shah 0001 Xinlei Chen Marcus Rohrbach Devi Parikh Cycle-Consistency for Robust Visual Question Answering. 2019 abs/1902.05660 CoRR http://arxiv.org/abs/1902.05660 db/journals/corr/corr1902.html#abs-1902-05660

Ramakrishna Vedantam Karan Desai Stefan Lee Marcus Rohrbach Dhruv Batra Devi Parikh Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering. 2019 abs/1902.07864 CoRR http://arxiv.org/abs/1902.07864 db/journals/corr/corr1902.html#abs-1902-07864

Nan Rosemary Ke Amanpreet Singh Ahmed Touati Anirudh Goyal Yoshua Bengio Devi Parikh Dhruv Batra Learning Dynamics Model in Reinforcement Learning by Incorporating the Long Term Future. 2019 abs/1903.01599 CoRR http://arxiv.org/abs/1903.01599 db/journals/corr/corr1903.html#abs-1903-01599

Satwik Kottur José M. F. Moura Devi Parikh Dhruv Batra Marcus Rohrbach CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog. 2019 abs/1903.03166 CoRR http://arxiv.org/abs/1903.03166 db/journals/corr/corr1903.html#abs-1903-03166

Devi Parikh Lemotif: Abstract Visual Depictions of your Emotional States in Life. 2019 abs/1903.07766 CoRR http://arxiv.org/abs/1903.07766 db/journals/corr/corr1903.html#abs-1903-07766

Purva Tendulkar Kalpesh Krishna Ramprasaath R. Selvaraju Devi Parikh Trick or TReAT: Thematic Reinforcement for Artistic Typography. 2019 abs/1903.07820 CoRR http://arxiv.org/abs/1903.07820 db/journals/corr/corr1903.html#abs-1903-07820

Samyak Datta Karan Sikka Anirban Roy Karuna Ahuja Devi Parikh Ajay Divakaran Align2Ground: Weakly Supervised Phrase Grounding Guided by Image-Caption Alignment. 2019 abs/1903.11649 CoRR http://arxiv.org/abs/1903.11649 db/journals/corr/corr1903.html#abs-1903-11649

Manolis Savva Abhishek Kadian Oleksandr Maksymets Yili Zhao Erik Wijmans Bhavana Jain Julian Straub Jia Liu Vladlen Koltun Jitendra Malik Devi Parikh Dhruv Batra Habitat: A Platform for Embodied AI Research. 2019 abs/1904.01201 CoRR http://arxiv.org/abs/1904.01201 db/journals/corr/corr1904.html#abs-1904-01201

Erik Wijmans Samyak Datta Oleksandr Maksymets Abhishek Das 0002 Georgia Gkioxari Stefan Lee Irfan Essa Devi Parikh Dhruv Batra Embodied Question Answering in Photorealistic Environments with Point Cloud Perception. 2019 abs/1904.03461 CoRR http://arxiv.org/abs/1904.03461 db/journals/corr/corr1904.html#abs-1904-03461

Jianwei Yang Zhile Ren Mingze Xu Xinlei Chen David J. Crandall Devi Parikh Dhruv Batra Embodied Visual Recognition. 2019 abs/1904.04404 CoRR http://arxiv.org/abs/1904.04404 db/journals/corr/corr1904.html#abs-1904-04404

Yash Goyal Ziyan Wu 0001 Jan Ernst Dhruv Batra Devi Parikh Stefan Lee Counterfactual Visual Explanations. 2019 abs/1904.07451 CoRR http://arxiv.org/abs/1904.07451 db/journals/corr/corr1904.html#abs-1904-07451

Amanpreet Singh Vivek Natarajan Meet Shah 0001 Yu Jiang Xinlei Chen Dhruv Batra Devi Parikh Marcus Rohrbach Towards VQA Models that can Read. 2019 abs/1904.08920 CoRR http://arxiv.org/abs/1904.08920 db/journals/corr/corr1904.html#abs-1904-08920

Michael Cogswell Jiasen Lu Stefan Lee Devi Parikh Dhruv Batra Emergence of Compositional Language with Deep Generational Transmission. 2019 abs/1904.09067 CoRR http://arxiv.org/abs/1904.09067 db/journals/corr/corr1904.html#abs-1904-09067

Wei-Lin Hsiao Isay Katsman Chao-Yuan Wu Devi Parikh Kristen Grauman Fashion++: Minimal Edits for Outfit Improvement. 2019 abs/1904.09261 CoRR http://arxiv.org/abs/1904.09261 db/journals/corr/corr1904.html#abs-1904-09261

Daniel Gordon Abhishek Kadian Devi Parikh Judy Hoffman Dhruv Batra SplitNet: Sim2Sim and Task2Task Transfer for Embodied Visual Navigation. 2019 abs/1905.07512 CoRR http://arxiv.org/abs/1905.07512 db/journals/corr/corr1905.html#abs-1905-07512

Rémi Cadène Corentin Dancette Hédi Ben-Younes Matthieu Cord Devi Parikh RUBi: Reducing Unimodal Biases in Visual Question Answering. 2019 abs/1906.10169 CoRR http://arxiv.org/abs/1906.10169 db/journals/corr/corr1906.html#abs-1906-10169

Peter Anderson Ayush Shrivastava Devi Parikh Dhruv Batra Stefan Lee Chasing Ghosts: Instruction Following as Bayesian State Tracking. 2019 abs/1907.02022 CoRR http://arxiv.org/abs/1907.02022 db/journals/corr/corr1907.html#abs-1907-02022

Nirbhay Modhe Prithvijit Chattopadhyay Mohit Sharma Abhishek Das 0002 Devi Parikh Dhruv Batra Ramakrishna Vedantam Unsupervised Discovery of Decision States for Transfer in Reinforcement Learning. 2019 abs/1907.10580 CoRR http://arxiv.org/abs/1907.10580 db/journals/corr/corr1907.html#abs-1907-10580

Jiasen Lu Dhruv Batra Devi Parikh Stefan Lee ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks. 2019 abs/1908.02265 CoRR http://arxiv.org/abs/1908.02265 db/journals/corr/corr1908.html#abs-1908-02265

Vishvak Murahari Prithvijit Chattopadhyay Dhruv Batra Devi Parikh Abhishek Das Improving Generative Visual Dialog by Answering Diverse Questions. 2019 abs/1909.10470 CoRR http://arxiv.org/abs/1909.10470 db/journals/corr/corr1909.html#abs-1909-10470

Erik Wijmans Abhishek Kadian Ari Morcos Stefan Lee Irfan Essa Devi Parikh Manolis Savva Dhruv Batra Decentralized Distributed PPO: Solving PointGoal Navigation. 2019 abs/1911.00357 CoRR http://arxiv.org/abs/1911.00357 db/journals/corr/corr1911.html#abs-1911-00357

Jiasen Lu Vedanuj Goswami Marcus Rohrbach Devi Parikh Stefan Lee 12-in-1: Multi-Task Vision and Language Representation Learning. 2019 abs/1912.02315 CoRR http://arxiv.org/abs/1912.02315 db/journals/corr/corr1912.html#abs-1912-02315

Vishvak Murahari Dhruv Batra Devi Parikh Abhishek Das Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline. 2019 abs/1912.02379 CoRR http://arxiv.org/abs/1912.02379 db/journals/corr/corr1912.html#abs-1912-02379

Abhishek Das 0002 Georgia Gkioxari Stefan Lee Devi Parikh Dhruv Batra Neural Modular Control for Embodied Question Answering. 53-62 2018 CoRL http://proceedings.mlr.press/v87/das18a.html conf/corl/2018 db/conf/corl/corl2018.html#DasGLPB18 Jianwei Yang Jiasen Lu Stefan Lee Dhruv Batra Devi Parikh Visual Curiosity: Learning to Ask Questions to Learn Visual Recognition. 63-80 2018 CoRL http://proceedings.mlr.press/v87/yang18a.html conf/corl/2018 db/conf/corl/corl2018.html#YangLLBP18 Abhishek Das 0002 Samyak Datta Georgia Gkioxari Stefan Lee Devi Parikh Dhruv Batra Embodied Question Answering. 1-10 2018 CVPR http://openaccess.thecvf.com/content_cvpr_2018/html/Das_Embodied_Question_Answering_CVPR_2018_paper.html https://doi.org/10.1109/CVPR.2018.00008 https://doi.ieeecomputersociety.org/10.1109/CVPR.2018.00008 conf/cvpr/2018 db/conf/cvpr/cvpr2018.html#DasDGLPB18 Abhishek Das 0002 Samyak Datta Georgia Gkioxari Stefan Lee Devi Parikh Dhruv Batra Embodied Question Answering. 2054-2063 2018 CVPR Workshops http://openaccess.thecvf.com/content_cvpr_2018_workshops/w40/html/Das_Embodied_Question_Answering_CVPR_2018_paper.html https://doi.org/10.1109/CVPRW.2018.00279 https://doi.ieeecomputersociety.org/10.1109/CVPRW.2018.00279 conf/cvpr/2018w db/conf/cvpr/cvprw2018.html#DasDGLPB18a Aishwarya Agrawal Dhruv Batra Devi Parikh Aniruddha Kembhavi Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering. 4971-4980 2018 CVPR http://openaccess.thecvf.com/content_cvpr_2018/html/Agrawal_Dont_Just_Assume_CVPR_2018_paper.html https://doi.org/10.1109/CVPR.2018.00522 https://doi.ieeecomputersociety.org/10.1109/CVPR.2018.00522 conf/cvpr/2018 db/conf/cvpr/cvpr2018.html#AgrawalBPK18 Jiasen Lu Jianwei Yang Dhruv Batra Devi Parikh Neural Baby Talk. 7219-7228 2018 CVPR http://openaccess.thecvf.com/content_cvpr_2018/html/Lu_Neural_Baby_Talk_CVPR_2018_paper.html https://doi.org/10.1109/CVPR.2018.00754 https://doi.ieeecomputersociety.org/10.1109/CVPR.2018.00754 conf/cvpr/2018 db/conf/cvpr/cvpr2018.html#LuYBP18 Satwik Kottur José M. F. Moura Devi Parikh Dhruv Batra Marcus Rohrbach Visual Coreference Resolution in Visual Dialog Using Neural Module Networks. 160-178 2018 ECCV (15) https://doi.org/10.1007/978-3-030-01267-0_10 conf/eccv/2018-15 db/conf/eccv/eccv2018-15.html#KotturMPBR18 Ramprasaath R. Selvaraju Prithvijit Chattopadhyay Mohamed Elhoseiny Tilak Sharma Dhruv Batra Devi Parikh Stefan Lee Choose Your Neuron: Incorporating Domain Knowledge Through Neuron-Importance. 540-556 2018 ECCV (13) https://doi.org/10.1007/978-3-030-01261-8_32 conf/eccv/2018-13 db/conf/eccv/eccv2018-13.html#SelvarajuCESBPL18 Jianwei Yang Jiasen Lu Stefan Lee Dhruv Batra Devi Parikh Graph R-CNN for Scene Graph Generation. 690-706 2018 ECCV (1) https://doi.org/10.1007/978-3-030-01246-5_41 conf/eccv/2018-1 db/conf/eccv/eccv2018-1.html#YangLLBP18 Arjun Chandrasekaran Viraj Prabhu Deshraj Yadav Prithvijit Chattopadhyay Devi Parikh Do explanations make VQA models more predictable to a human? 1036-1042 2018 EMNLP https://doi.org/10.18653/v1/d18-1128 https://aclanthology.org/D18-1128/ conf/emnlp/2018 db/conf/emnlp/emnlp2018.html#ChandrasekaranP18 Arjun Chandrasekaran Devi Parikh Mohit Bansal Punny Captions: Witty Wordplay in Image Descriptions. 770-775 2018 NAACL-HLT (2) https://doi.org/10.18653/v1/n18-2121 https://aclanthology.org/N18-2121/ conf/naacl/2018-2 db/conf/naacl/naacl2018-2.html#ChandrasekaranP18

Jiasen Lu Jianwei Yang Dhruv Batra Devi Parikh Neural Baby Talk. 2018 abs/1803.09845 CoRR http://arxiv.org/abs/1803.09845 db/journals/corr/corr1803.html#abs-1803-09845

Huda AlAmri Vincent Cartillier Raphael Gontijo Lopes Abhishek Das 0002 Jue Wang 0010 Irfan Essa Dhruv Batra Devi Parikh Anoop Cherian Tim K. Marks Chiori Hori Audio Visual Scene-Aware Dialog (AVSD) Challenge at DSTC7. 2018 abs/1806.00525 CoRR http://arxiv.org/abs/1806.00525 db/journals/corr/corr1806.html#abs-1806-00525

Chiori Hori Huda AlAmri Jue Wang 0010 Gordon Wichern Takaaki Hori Anoop Cherian Tim K. Marks Vincent Cartillier Raphael Gontijo Lopes Abhishek Das 0002 Irfan Essa Dhruv Batra Devi Parikh End-to-End Audio Visual Scene-Aware Dialog using Multimodal Attention-Based Video Features. 2018 abs/1806.08409 CoRR http://arxiv.org/abs/1806.08409 db/journals/corr/corr1806.html#abs-1806-08409

Harm de Vries Kurt Shuster 0001 Dhruv Batra Devi Parikh Jason Weston Douwe Kiela Talk the Walk: Navigating New York City through Grounded Dialogue. 2018 abs/1807.03367 CoRR http://arxiv.org/abs/1807.03367 db/journals/corr/corr1807.html#abs-1807-03367

Yu Jiang Vivek Natarajan Xinlei Chen Marcus Rohrbach Dhruv Batra Devi Parikh Pythia v0.1: the Winning Entry to the VQA Challenge 2018. 2018 abs/1807.09956 CoRR http://arxiv.org/abs/1807.09956 db/journals/corr/corr1807.html#abs-1807-09956

Jianwei Yang Jiasen Lu Stefan Lee Dhruv Batra Devi Parikh Graph R-CNN for Scene Graph Generation. 2018 abs/1808.00191 CoRR http://arxiv.org/abs/1808.00191 db/journals/corr/corr1808.html#abs-1808-00191

Ramprasaath R. Selvaraju Prithvijit Chattopadhyay Mohamed Elhoseiny Tilak Sharma Dhruv Batra Devi Parikh Stefan Lee Choose Your Neuron: Incorporating Domain Knowledge through Neuron-Importance. 2018 abs/1808.02861 CoRR http://arxiv.org/abs/1808.02861 db/journals/corr/corr1808.html#abs-1808-02861

Satwik Kottur José M. F. Moura Devi Parikh Dhruv Batra Marcus Rohrbach Visual Coreference Resolution in Visual Dialog using Neural Module Networks. 2018 abs/1809.01816 CoRR http://arxiv.org/abs/1809.01816 db/journals/corr/corr1809.html#abs-1809-01816

Jianwei Yang Jiasen Lu Stefan Lee Dhruv Batra Devi Parikh Visual Curiosity: Learning to Ask Questions to Learn Visual Recognition. 2018 abs/1810.00912 CoRR http://arxiv.org/abs/1810.00912 db/journals/corr/corr1810.html#abs-1810-00912

Abhishek Das 0002 Georgia Gkioxari Stefan Lee Devi Parikh Dhruv Batra Neural Modular Control for Embodied Question Answering. 2018 abs/1810.11181 CoRR http://arxiv.org/abs/1810.11181 db/journals/corr/corr1810.html#abs-1810-11181

Abhishek Das Théophile Gervet Joshua Romoff Dhruv Batra Devi Parikh Michael G. Rabbat Joelle Pineau TarMAC: Targeted Multi-Agent Communication. 2018 abs/1810.11187 CoRR http://arxiv.org/abs/1810.11187 db/journals/corr/corr1810.html#abs-1810-11187

Arjun Chandrasekaran Viraj Prabhu Deshraj Yadav Prithvijit Chattopadhyay Devi Parikh Do Explanations make VQA Models more Predictable to a Human? 2018 abs/1810.12366 CoRR http://arxiv.org/abs/1810.12366 db/journals/corr/corr1810.html#abs-1810-12366

Harsh Agrawal Karan Desai Yufei Wang 0003 Xinlei Chen Rishabh Jain Mark Johnson 0001 Dhruv Batra Devi Parikh Stefan Lee Peter Anderson 0001 nocaps: novel object captioning at scale. 2018 abs/1812.08658 CoRR http://arxiv.org/abs/1812.08658 db/journals/corr/corr1812.html#abs-1812-08658

Abhishek Das 0002 Harsh Agrawal Larry Zitnick Devi Parikh Dhruv Batra Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions? 90-100 2017 163 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2017.10.001 db/journals/cviu/cviu163.html#DasAZPB17

Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. Lawrence Zitnick Devi Parikh Dhruv Batra VQA: Visual Question Answering - www.visualqa.org. 4-31 2017 123 Int. J. Comput. Vis. 1 https://doi.org/10.1007/s11263-016-0966-6 db/journals/ijcv/ijcv123.html#AgrawalLAMZPB17

Ramakrishna Vedantam Samy Bengio Kevin Murphy 0002 Devi Parikh Gal Chechik Context-Aware Captions from Context-Agnostic Supervision. 1070-1079 2017 CVPR https://doi.org/10.1109/CVPR.2017.120 https://doi.ieeecomputersociety.org/10.1109/CVPR.2017.120 conf/cvpr/2017 db/conf/cvpr/cvpr2017.html#VedantamB0PC17 Abhishek Das 0002 Satwik Kottur Khushi Gupta Avi Singh Deshraj Yadav José M. F. Moura Devi Parikh Dhruv Batra Visual Dialog. 1080-1089 2017 CVPR https://doi.org/10.1109/CVPR.2017.121 https://doi.ieeecomputersociety.org/10.1109/CVPR.2017.121 conf/cvpr/2017 db/conf/cvpr/cvpr2017.html#DasKGSYMPB17 Jiasen Lu Caiming Xiong Devi Parikh Richard Socher Knowing When to Look: Adaptive Attention via a Visual Sentinel for Image Captioning. 3242-3250 2017 CVPR https://doi.org/10.1109/CVPR.2017.345 https://doi.ieeecomputersociety.org/10.1109/CVPR.2017.345 conf/cvpr/2017 db/conf/cvpr/cvpr2017.html#LuXPS17 Prithvijit Chattopadhyay Ramakrishna Vedantam Ramprasaath R. Selvaraju Dhruv Batra Devi Parikh Counting Everyday Objects in Everyday Scenes. 4428-4437 2017 CVPR https://doi.org/10.1109/CVPR.2017.471 https://doi.ieeecomputersociety.org/10.1109/CVPR.2017.471 conf/cvpr/2017 db/conf/cvpr/cvpr2017.html#ChattopadhyayVS17 Yash Goyal Tejas Khot Douglas Summers-Stay Dhruv Batra Devi Parikh Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering. 6325-6334 2017 CVPR https://doi.org/10.1109/CVPR.2017.670 https://doi.ieeecomputersociety.org/10.1109/CVPR.2017.670 conf/cvpr/2017 db/conf/cvpr/cvpr2017.html#GoyalKSBP17 Alexander H. Miller Will Feng Dhruv Batra Antoine Bordes Adam Fisch Jiasen Lu Devi Parikh Jason Weston ParlAI: A Dialog Research Software Platform. 79-84 2017 EMNLP (System Demonstrations) https://doi.org/10.18653/v1/d17-2014 https://aclanthology.org/D17-2014/ conf/emnlp/2017-d db/conf/emnlp/emnlp2017-d.html#MillerFBBFLPW17 Ashwin K. Vijayakumar Ramakrishna Vedantam Devi Parikh Sound-Word2Vec: Learning Word Representations Grounded in Sounds. 920-925 2017 EMNLP https://doi.org/10.18653/v1/d17-1096 https://aclanthology.org/D17-1096/ conf/emnlp/2017 db/conf/emnlp/emnlp2017.html#VijayakumarVP17 Mike Lewis Denis Yarats Yann N. Dauphin Devi Parikh Dhruv Batra Deal or No Deal? End-to-End Learning of Negotiation Dialogues. 2443-2453 2017 EMNLP https://doi.org/10.18653/v1/d17-1259 https://aclanthology.org/D17-1259/ conf/emnlp/2017 db/conf/emnlp/emnlp2017.html#LewisYDPB17 Prithvijit Chattopadhyay Deshraj Yadav Viraj Prabhu Arjun Chandrasekaran Abhishek Das Stefan Lee Dhruv Batra Devi Parikh Evaluating Visual Conversational Agents via Cooperative Human-AI Games. 2-10 2017 HCOMP https://doi.org/10.1609/hcomp.v5i1.13312 conf/hcomp/2017 db/conf/hcomp/hcomp2017.html#ChattopadhyayYP17 Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das 0002 Ramakrishna Vedantam Devi Parikh Dhruv Batra Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization. 618-626 2017 ICCV https://doi.org/10.1109/ICCV.2017.74 https://doi.ieeecomputersociety.org/10.1109/ICCV.2017.74 https://www.wikidata.org/entity/Q102362900 conf/iccv/2017 db/conf/iccv/iccv2017.html#SelvarajuCDVPB17 Jianwei Yang Anitha Kannan Dhruv Batra Devi Parikh LR-GAN: Layered Recursive Generative Adversarial Networks for Image Generation. 2017 ICLR (Poster) https://openreview.net/forum?id=HJ1kmv9xx conf/iclr/2017 db/conf/iclr/iclr2017.html#YangKBP17 Jiasen Lu Anitha Kannan Jianwei Yang Devi Parikh Dhruv Batra Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model. 314-324 2017 NIPS https://proceedings.neurips.cc/paper/2017/hash/077e29b11be80ab57e1a2ecabb7da330-Abstract.html http://papers.nips.cc/paper/6635-best-of-both-worlds-transferring-knowledge-from-discriminative-learning-to-a-generative-visual-dialog-model conf/nips/2017 db/conf/nips/nips2017.html#LuKYPB17

Ramakrishna Vedantam Samy Bengio Kevin Murphy 0002 Devi Parikh Gal Chechik Context-aware Captions from Context-agnostic Supervision. 2017 abs/1701.02870 CoRR http://arxiv.org/abs/1701.02870 db/journals/corr/corr1701.html#VedantamBMPC17

Jianwei Yang Anitha Kannan Dhruv Batra Devi Parikh LR-GAN: Layered Recursive Generative Adversarial Networks for Image Generation. 2017 abs/1703.01560 CoRR http://arxiv.org/abs/1703.01560 db/journals/corr/corr1703.html#YangKBP17

Ashwin K. Vijayakumar Ramakrishna Vedantam Devi Parikh Sound-Word2Vec: Learning Word Representations Grounded in Sounds. 2017 abs/1703.01720 CoRR http://arxiv.org/abs/1703.01720 db/journals/corr/corr1703.html#VijayakumarVP17

Arjun Chandrasekaran Deshraj Yadav Prithvijit Chattopadhyay Viraj Prabhu Devi Parikh It Takes Two to Tango: Towards Theory of AI's Mind. 2017 abs/1704.00717 CoRR http://arxiv.org/abs/1704.00717 db/journals/corr/corr1704.html#ChandrasekaranY17

Arjun Chandrasekaran Devi Parikh Mohit Bansal Punny Captions: Witty Wordplay in Image Descriptions. 2017 abs/1704.08224 CoRR http://arxiv.org/abs/1704.08224 db/journals/corr/corr1704.html#ChandrasekaranP17

Aishwarya Agrawal Aniruddha Kembhavi Dhruv Batra Devi Parikh C-VQA: A Compositional Split of the Visual Question Answering (VQA) v1.0 Dataset. 2017 abs/1704.08243 CoRR http://arxiv.org/abs/1704.08243 db/journals/corr/corr1704.html#AgrawalKBP17

Tanmay Batra Devi Parikh Cooperative Learning with Visual Attributes. 2017 abs/1705.05512 CoRR http://arxiv.org/abs/1705.05512 db/journals/corr/corr1705.html#BatraP17

Alexander H. Miller Will Feng Adam Fisch Jiasen Lu Dhruv Batra Antoine Bordes Devi Parikh Jason Weston ParlAI: A Dialog Research Software Platform. 2017 abs/1705.06476 CoRR http://arxiv.org/abs/1705.06476 db/journals/corr/corr1705.html#MillerFFLBBPW17

Jiasen Lu Anitha Kannan Jianwei Yang Devi Parikh Dhruv Batra Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model. 2017 abs/1706.01554 CoRR http://arxiv.org/abs/1706.01554 db/journals/corr/corr1706.html#LuKYPB17

Mike Lewis Denis Yarats Yann N. Dauphin Devi Parikh Dhruv Batra Deal or No Deal? End-to-End Learning for Negotiation Dialogues. 2017 abs/1706.05125 CoRR http://arxiv.org/abs/1706.05125 db/journals/corr/corr1706.html#LewisYDPB17

Prithvijit Chattopadhyay Deshraj Yadav Viraj Prabhu Arjun Chandrasekaran Abhishek Das Stefan Lee Dhruv Batra Devi Parikh Evaluating Visual Conversational Agents via Cooperative Human-AI Games. 2017 abs/1708.05122 CoRR http://arxiv.org/abs/1708.05122 db/journals/corr/corr1708.html#abs-1708-05122

Xiao Lin Devi Parikh Active Learning for Visual Question Answering: An Empirical Study. 2017 abs/1711.01732 CoRR http://arxiv.org/abs/1711.01732 db/journals/corr/corr1711.html#abs-1711-01732

Abhishek Das 0002 Samyak Datta Georgia Gkioxari Stefan Lee Devi Parikh Dhruv Batra Embodied Question Answering. 2017 abs/1711.11543 CoRR http://arxiv.org/abs/1711.11543 db/journals/corr/corr1711.html#abs-1711-11543

Aishwarya Agrawal Dhruv Batra Devi Parikh Aniruddha Kembhavi Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering. 2017 abs/1712.00377 CoRR http://arxiv.org/abs/1712.00377 db/journals/corr/corr1712.html#abs-1712-00377

Jin-Hwa Kim Devi Parikh Dhruv Batra Byoung-Tak Zhang Yuandong Tian CoDraw: Visual Dialog for Collaborative Drawing. 2017 abs/1712.05558 CoRR http://arxiv.org/abs/1712.05558 db/journals/corr/corr1712.html#abs-1712-05558

C. Lawrence Zitnick Aishwarya Agrawal Stanislaw Antol Margaret Mitchell Dhruv Batra Devi Parikh Measuring Machine Intelligence Through Visual Question Answering. 63-72 2016 37 AI Mag. 1 https://doi.org/10.1609/aimag.v37i1.2647 db/journals/aim/aim37.html#ZitnickAAMBP16

Roozbeh Mottaghi Sanja Fidler Alan L. Yuille Raquel Urtasun Devi Parikh Human-Machine CRFs for Identifying Bottlenecks in Scene Understanding. 74-87 2016 38 IEEE Trans. Pattern Anal. Mach. Intell. 1 https://doi.org/10.1109/TPAMI.2015.2437377 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2015.2437377 https://www.wikidata.org/entity/Q38398549 db/journals/pami/pami38.html#MottaghiFYUP16

C. Lawrence Zitnick Ramakrishna Vedantam Devi Parikh Adopting Abstract Images for Semantic Scene Understanding. 627-638 2016 38 IEEE Trans. Pattern Anal. Mach. Intell. 4 https://doi.org/10.1109/TPAMI.2014.2366143 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2014.2366143 https://www.wikidata.org/entity/Q38395007 db/journals/pami/pami38.html#ZitnickVP16

Arjun Chandrasekaran Ashwin K. Vijayakumar Stanislaw Antol Mohit Bansal Dhruv Batra C. Lawrence Zitnick Devi Parikh We are Humor Beings: Understanding and Predicting Visual Humor. 4603-4612 2016 CVPR https://doi.org/10.1109/CVPR.2016.498 https://doi.ieeecomputersociety.org/10.1109/CVPR.2016.498 conf/cvpr/2016 db/conf/cvpr/cvpr2016.html#ChandrasekaranV16 Satwik Kottur Ramakrishna Vedantam José M. F. Moura Devi Parikh VisualWord2Vec (Vis-W2V): Learning Visually Grounded Word Embeddings Using Abstract Scenes. 4985-4994 2016 CVPR https://doi.org/10.1109/CVPR.2016.539 https://doi.ieeecomputersociety.org/10.1109/CVPR.2016.539 conf/cvpr/2016 db/conf/cvpr/cvpr2016.html#KotturVMP16 Peng Zhang 0023 Yash Goyal Douglas Summers-Stay Dhruv Batra Devi Parikh Yin and Yang: Balancing and Answering Binary Visual Questions. 5014-5022 2016 CVPR https://doi.org/10.1109/CVPR.2016.542 https://doi.ieeecomputersociety.org/10.1109/CVPR.2016.542 conf/cvpr/2016 db/conf/cvpr/cvpr2016.html#ZhangGSBP16 Jianwei Yang Devi Parikh Dhruv Batra Joint Unsupervised Learning of Deep Representations and Image Clusters. 5147-5156 2016 CVPR https://doi.org/10.1109/CVPR.2016.556 https://doi.ieeecomputersociety.org/10.1109/CVPR.2016.556 conf/cvpr/2016 db/conf/cvpr/cvpr2016.html#YangPB16 Abhimanyu Dubey Nikhil Naik 0003 Devi Parikh Ramesh Raskar César A. Hidalgo 0001 Deep Learning the City: Quantifying Urban Perception at a Global Scale. 196-212 2016 ECCV (1) https://doi.org/10.1007/978-3-319-46448-0_12 conf/eccv/2016-1 db/conf/eccv/eccv2016-1.html#DubeyNPRH16 Xiao Lin Devi Parikh Leveraging Visual Question Answering for Image-Caption Ranking. 261-277 2016 ECCV (2) https://doi.org/10.1007/978-3-319-46475-6_17 conf/eccv/2016-2 db/conf/eccv/eccv2016-2.html#LinP16 Arijit Ray Gordon A. Christie Mohit Bansal Dhruv Batra Devi Parikh Question Relevance in VQA: Identifying Non-Visual And False-Premise Questions. 919-924 2016 EMNLP https://doi.org/10.18653/v1/d16-1090 https://aclanthology.org/D16-1090/ conf/emnlp/2016 db/conf/emnlp/emnlp2016.html#RayCBBP16 Harsh Agrawal Arjun Chandrasekaran Dhruv Batra Devi Parikh Mohit Bansal Sort Story: Sorting Jumbled Images and Captions into Stories. 925-931 2016 EMNLP https://doi.org/10.18653/v1/d16-1091 https://aclanthology.org/D16-1091/ conf/emnlp/2016 db/conf/emnlp/emnlp2016.html#AgrawalCBPB16 Abhishek Das 0002 Harsh Agrawal Larry Zitnick Devi Parikh Dhruv Batra Human Attention in Visual Question Answering: Do Humans and Deep Networks look at the same regions? 932-937 2016 EMNLP https://doi.org/10.18653/v1/d16-1092 https://aclanthology.org/D16-1092/ conf/emnlp/2016 db/conf/emnlp/emnlp2016.html#DasAZPB16 Aishwarya Agrawal Dhruv Batra Devi Parikh Analyzing the Behavior of Visual Question Answering Models. 1955-1960 2016 EMNLP https://doi.org/10.18653/v1/d16-1203 https://aclanthology.org/D16-1203/ conf/emnlp/2016 db/conf/emnlp/emnlp2016.html#AgrawalBP16 Shrenik Lad Bernardino Romera-Paredes Julien P. C. Valentin Philip H. S. Torr Devi Parikh Knowing who to listen to: Prioritizing experts from a diverse ensemble for attribute personalization. 4463-4467 2016 ICIP https://doi.org/10.1109/ICIP.2016.7533204 conf/icip/2016 db/conf/icip/icip2016.html#LadRVTP16 Nasrin Mostafazadeh Nathanael Chambers Xiaodong He 0001 Devi Parikh Dhruv Batra Lucy Vanderwende Pushmeet Kohli James F. Allen A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories. 839-849 2016 HLT-NAACL https://doi.org/10.18653/v1/n16-1098 https://aclanthology.org/N16-1098/ https://orkg.org/orkg/resource/R209630 conf/naacl/2016 db/conf/naacl/naacl2016.html#MostafazadehCHP16 Ting-Hao (Kenneth) Huang Francis Ferraro Nasrin Mostafazadeh Ishan Misra Aishwarya Agrawal Jacob Devlin Ross B. Girshick Xiaodong He 0001 Pushmeet Kohli Dhruv Batra C. Lawrence Zitnick Devi Parikh Lucy Vanderwende Michel Galley Margaret Mitchell Visual Storytelling. 1233-1239 2016 HLT-NAACL https://doi.org/10.18653/v1/n16-1147 https://aclanthology.org/N16-1147/ conf/naacl/2016 db/conf/naacl/naacl2016.html#HuangFMMADGHKBZ16 Jiasen Lu Jianwei Yang Dhruv Batra Devi Parikh Hierarchical Question-Image Co-Attention for Visual Question Answering. 289-297 2016 NIPS https://proceedings.neurips.cc/paper/2016/hash/9dcb88e0137649590b755372b040afad-Abstract.html http://papers.nips.cc/paper/6202-hierarchical-question-image-co-attention-for-visual-question-answering conf/nips/2016 db/conf/nips/nips2016.html#LuYBP16

Nasrin Mostafazadeh Nathanael Chambers Xiaodong He 0001 Devi Parikh Dhruv Batra Lucy Vanderwende Pushmeet Kohli James F. Allen A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories. 2016 abs/1604.01696 CoRR http://arxiv.org/abs/1604.01696 db/journals/corr/corr1604.html#MostafazadehCHP16

Prithvijit Chattopadhyay Ramakrishna Vedantam Ramprasaath R. Selvaraju Dhruv Batra Devi Parikh Counting Everyday Objects in Everyday Scenes. 2016 abs/1604.03505 CoRR http://arxiv.org/abs/1604.03505 db/journals/corr/corr1604.html#ChattopadhyayVR16

Jianwei Yang Devi Parikh Dhruv Batra Joint Unsupervised Learning of Deep Representations and Image Clusters. 2016 abs/1604.03628 CoRR http://arxiv.org/abs/1604.03628 db/journals/corr/corr1604.html#YangPB16

Ting-Hao (Kenneth) Huang Francis Ferraro Nasrin Mostafazadeh Ishan Misra Aishwarya Agrawal Jacob Devlin Ross B. Girshick Xiaodong He 0001 Pushmeet Kohli Dhruv Batra C. Lawrence Zitnick Devi Parikh Lucy Vanderwende Michel Galley Margaret Mitchell Visual Storytelling. 2016 abs/1604.03968 CoRR http://arxiv.org/abs/1604.03968 db/journals/corr/corr1604.html#HuangFMMADGHKBZ16

Xiao Lin Devi Parikh Leveraging Visual Question Answering for Image-Caption Ranking. 2016 abs/1605.01379 CoRR http://arxiv.org/abs/1605.01379 db/journals/corr/corr1605.html#LinP16

Jiasen Lu Jianwei Yang Dhruv Batra Devi Parikh Hierarchical Question-Image Co-Attention for Visual Question Answering. 2016 abs/1606.00061 CoRR http://arxiv.org/abs/1606.00061 db/journals/corr/corr1606.html#LuYBP16

Abhishek Das 0002 Harsh Agrawal C. Lawrence Zitnick Devi Parikh Dhruv Batra Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions? 2016 abs/1606.03556 CoRR http://arxiv.org/abs/1606.03556 db/journals/corr/corr1606.html#DasAZPB16

Abhishek Das 0002 Harsh Agrawal C. Lawrence Zitnick Devi Parikh Dhruv Batra Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions? 2016 abs/1606.05589 CoRR http://arxiv.org/abs/1606.05589 db/journals/corr/corr1606.html#DasAZPB16a

Arijit Ray Gordon A. Christie Mohit Bansal Dhruv Batra Devi Parikh Question Relevance in VQA: Identifying Non-Visual And False-Premise Questions. 2016 abs/1606.06622 CoRR http://arxiv.org/abs/1606.06622 db/journals/corr/corr1606.html#RayCBBP16

Aishwarya Agrawal Dhruv Batra Devi Parikh Analyzing the Behavior of Visual Question Answering Models. 2016 abs/1606.07356 CoRR http://arxiv.org/abs/1606.07356 db/journals/corr/corr1606.html#AgrawalBP16

Harsh Agrawal Arjun Chandrasekaran Dhruv Batra Devi Parikh Mohit Bansal Sort Story: Sorting Jumbled Images and Captions into Stories. 2016 abs/1606.07493 CoRR http://arxiv.org/abs/1606.07493 db/journals/corr/corr1606.html#AgrawalCBPB16

Abhimanyu Dubey Nikhil Naik 0003 Devi Parikh Ramesh Raskar César A. Hidalgo 0001 Deep Learning the City : Quantifying Urban Perception At A Global Scale. 2016 abs/1608.01769 CoRR http://arxiv.org/abs/1608.01769 db/journals/corr/corr1608.html#DubeyNPRH16

C. Lawrence Zitnick Aishwarya Agrawal Stanislaw Antol Margaret Mitchell Dhruv Batra Devi Parikh Measuring Machine Intelligence Through Visual Question Answering. 2016 abs/1608.08716 CoRR http://arxiv.org/abs/1608.08716 db/journals/corr/corr1608.html#ZitnickAAMBP16

Yash Goyal Akrit Mohapatra Devi Parikh Dhruv Batra Interpreting Visual Question Answering Models. 2016 abs/1608.08974 CoRR http://arxiv.org/abs/1608.08974 db/journals/corr/corr1608.html#GoyalMPB16

Ramprasaath R. Selvaraju Abhishek Das 0002 Ramakrishna Vedantam Michael Cogswell Devi Parikh Dhruv Batra Grad-CAM: Why did you say that? Visual Explanations from Deep Networks via Gradient-based Localization. 2016 abs/1610.02391 CoRR http://arxiv.org/abs/1610.02391 db/journals/corr/corr1610.html#SelvarajuDVCPB16

Ramprasaath R. Selvaraju Abhishek Das 0002 Ramakrishna Vedantam Michael Cogswell Devi Parikh Dhruv Batra Grad-CAM: Why did you say that? 2016 abs/1611.07450 CoRR http://arxiv.org/abs/1611.07450 db/journals/corr/corr1611.html#SelvarajuDVCPB16a

Abhishek Das 0002 Satwik Kottur Khushi Gupta Avi Singh Deshraj Yadav José M. F. Moura Devi Parikh Dhruv Batra Visual Dialog. 2016 abs/1611.08669 CoRR http://arxiv.org/abs/1611.08669 db/journals/corr/corr1611.html#DasKGSYMPB16

Yash Goyal Tejas Khot Douglas Summers-Stay Dhruv Batra Devi Parikh Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering. 2016 abs/1612.00837 CoRR http://arxiv.org/abs/1612.00837 db/journals/corr/corr1612.html#GoyalKSBP16

Jiasen Lu Caiming Xiong Devi Parikh Richard Socher Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning. 2016 abs/1612.01887 CoRR http://arxiv.org/abs/1612.01887 db/journals/corr/corr1612.html#LuXPS16

Adriana Kovashka Devi Parikh Kristen Grauman WhittleSearch: Interactive Image Search with Relative Attribute Feedback. 185-210 2015 115 Int. J. Comput. Vis. 2 https://doi.org/10.1007/s11263-015-0814-0 db/journals/ijcv/ijcv115.html#KovashkaPG15

Arturo Deza Devi Parikh Understanding image virality. 1818-1826 2015 CVPR https://doi.org/10.1109/CVPR.2015.7298791 https://doi.ieeecomputersociety.org/10.1109/CVPR.2015.7298791 conf/cvpr/2015 db/conf/cvpr/cvpr2015.html#DezaP15 Mainak Jas Devi Parikh Image specificity. 2727-2736 2015 CVPR https://doi.org/10.1109/CVPR.2015.7298889 https://doi.ieeecomputersociety.org/10.1109/CVPR.2015.7298889 conf/cvpr/2015 db/conf/cvpr/cvpr2015.html#JasP15 Xiao Lin Devi Parikh Don't just listen, use your imagination: Leveraging visual common sense for non-visual tasks. 2984-2993 2015 CVPR https://doi.org/10.1109/CVPR.2015.7298917 https://doi.ieeecomputersociety.org/10.1109/CVPR.2015.7298917 conf/cvpr/2015 db/conf/cvpr/cvpr2015.html#LinP15 Ramakrishna Vedantam C. Lawrence Zitnick Devi Parikh CIDEr: Consensus-based image description evaluation. 4566-4575 2015 CVPR https://doi.org/10.1109/CVPR.2015.7299087 https://doi.ieeecomputersociety.org/10.1109/CVPR.2015.7299087 conf/cvpr/2015 db/conf/cvpr/cvpr2015.html#VedantamZP15 Stanislaw Antol Aishwarya Agrawal Jiasen Lu Margaret Mitchell Dhruv Batra C. Lawrence Zitnick Devi Parikh VQA: Visual Question Answering. 2425-2433 2015 ICCV https://doi.org/10.1109/ICCV.2015.279 https://doi.ieeecomputersociety.org/10.1109/ICCV.2015.279 conf/iccv/2015 db/conf/iccv/iccv2015.html#AntolALMBZP15 Ramakrishna Vedantam Xiao Lin Tanmay Batra C. Lawrence Zitnick Devi Parikh Learning Common Sense through Visual Abstraction. 2542-2550 2015 ICCV https://doi.org/10.1109/ICCV.2015.292 https://doi.ieeecomputersociety.org/10.1109/ICCV.2015.292 conf/iccv/2015 db/conf/iccv/iccv2015.html#VedantamLBZP15 Mayu Sakurada Takehisa Yairi Yuta Nakajima Naoki Nishimura Devi Parikh Semantic classification of spacecraft's status: integrating system intelligence and human knowledge. 81-84 2015 ICSC https://doi.org/10.1109/ICOSC.2015.7050783 https://doi.ieeecomputersociety.org/10.1109/ICOSC.2015.7050783 conf/semco/2015 db/conf/semco/icsc2015.html#SakuradaYNNP15

Mainak Jas Devi Parikh Image Specificity. 2015 abs/1502.04569 CoRR http://arxiv.org/abs/1502.04569 db/journals/corr/corr1502.html#JasP15

Xiao Lin Devi Parikh Don't Just Listen, Use Your Imagination: Leveraging Visual Common Sense for Non-Visual Tasks. 2015 abs/1502.06108 CoRR http://arxiv.org/abs/1502.06108 db/journals/corr/corr1502.html#LinP15

Arturo Deza Devi Parikh Understanding Image Virality. 2015 abs/1503.02318 CoRR http://arxiv.org/abs/1503.02318 db/journals/corr/corr1503.html#DezaP15

Stanislaw Antol Aishwarya Agrawal Jiasen Lu Margaret Mitchell Dhruv Batra C. Lawrence Zitnick Devi Parikh VQA: Visual Question Answering. 2015 abs/1505.00468 CoRR http://arxiv.org/abs/1505.00468 db/journals/corr/corr1505.html#AntolALMBZP15

Adriana Kovashka Devi Parikh Kristen Grauman WhittleSearch: Interactive Image Search with Relative Attribute Feedback. 2015 abs/1505.04141 CoRR http://arxiv.org/abs/1505.04141 db/journals/corr/corr1505.html#KovashkaPG15

Peng Zhang 0023 Yash Goyal Douglas Summers-Stay Dhruv Batra Devi Parikh Yin and Yang: Balancing and Answering Binary Visual Questions. 2015 abs/1511.05099 CoRR http://arxiv.org/abs/1511.05099 db/journals/corr/corr1511.html#ZhangGSBP15

Satwik Kottur Ramakrishna Vedantam José M. F. Moura Devi Parikh Visual Word2Vec (vis-w2v): Learning Visually Grounded Word Embeddings Using Abstract Scenes. 2015 abs/1511.07067 CoRR http://arxiv.org/abs/1511.07067 db/journals/corr/corr1511.html#KotturVMP15

Arjun Chandrasekaran Ashwin K. Vijayakumar Stanislaw Antol Mohit Bansal Dhruv Batra C. Lawrence Zitnick Devi Parikh We Are Humor Beings: Understanding and Predicting Visual Humor. 2015 abs/1512.04407 CoRR http://arxiv.org/abs/1512.04407 db/journals/corr/corr1512.html#ChandrasekaranV15a

Phillip Isola Jianxiong Xiao Devi Parikh Antonio Torralba 0001 Aude Oliva What Makes a Photograph Memorable? 1469-1482 2014 36 IEEE Trans. Pattern Anal. Mach. Intell. 7 https://doi.org/10.1109/TPAMI.2013.200 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2013.200 https://www.wikidata.org/entity/Q50635642 db/journals/pami/pami36.html#IsolaXPTO14

Peng Zhang 0023 Jiuling Wang Ali Farhadi Martial Hebert Devi Parikh Predicting Failures of Vision Systems. 3566-3573 2014 CVPR https://doi.org/10.1109/CVPR.2014.456 https://doi.ieeecomputersociety.org/10.1109/CVPR.2014.456 conf/cvpr/2014 db/conf/cvpr/cvpr2014.html#ZhangWFHP14 Gordon A. Christie Amar Parkash Ujwal Krothapalli Devi Parikh Predicting User Annoyance Using Visual Attributes. 3630-3637 2014 CVPR https://doi.org/10.1109/CVPR.2014.464 https://doi.ieeecomputersociety.org/10.1109/CVPR.2014.464 conf/cvpr/2014 db/conf/cvpr/cvpr2014.html#ChristiePKP14 Shrenik Lad Devi Parikh Interactively Guiding Semi-Supervised Clustering via Attribute-Based Explanations. 333-349 2014 ECCV (6) https://doi.org/10.1007/978-3-319-10599-4_22 conf/eccv/2014-6 db/conf/eccv/eccv2014-6.html#LadP14 Aayush Bansal Ali Farhadi Devi Parikh Towards Transparent Systems: Semantic Characterization of Failure Modes. 366-381 2014 ECCV (6) https://doi.org/10.1007/978-3-319-10599-4_24 conf/eccv/2014-6 db/conf/eccv/eccv2014-6.html#BansalFP14 Stanislaw Antol C. Lawrence Zitnick Devi Parikh Zero-Shot Learning via Visual Abstraction. 401-416 2014 ECCV (4) https://doi.org/10.1007/978-3-319-10593-2_27 https://orkg.org/orkg/resource/R201378 conf/eccv/2014-4 db/conf/eccv/eccv2014-4.html#AntolZP14

Roozbeh Mottaghi Sanja Fidler Alan L. Yuille Raquel Urtasun Devi Parikh Human-Machine CRFs for Identifying Bottlenecks in Holistic Scene Understanding. 2014 abs/1406.3906 CoRR http://arxiv.org/abs/1406.3906 db/journals/corr/corr1406.html#MottaghiFYUP14

Ramakrishna Vedantam C. Lawrence Zitnick Devi Parikh Collecting Image Description Datasets using Crowdsourcing. 2014 abs/1411.3041 CoRR http://arxiv.org/abs/1411.3041 db/journals/corr/corr1411.html#VedantamZP14

Ramakrishna Vedantam C. Lawrence Zitnick Devi Parikh CIDEr: Consensus-based Image Description Evaluation. 2014 abs/1411.5726 CoRR http://arxiv.org/abs/1411.5726 db/journals/corr/corr1411.html#VedantamZP14a

Devi Parikh Visual attributes for enhanced human-machine communication. 1126-1127 2013 Allerton https://doi.org/10.1109/Allerton.2013.6736651 conf/allerton/2013 db/conf/allerton/allerton2013.html#Parikh13 Arijit Biswas Devi Parikh Simultaneous Active Learning of Classifiers & Attributes via Relative Feedback. 644-651 2013 CVPR https://doi.org/10.1109/CVPR.2013.89 https://doi.ieeecomputersociety.org/10.1109/CVPR.2013.89 conf/cvpr/2013 db/conf/cvpr/cvpr2013.html#BiswasP13 C. Lawrence Zitnick Devi Parikh Bringing Semantics into Focus Using Visual Abstraction. 3009-3016 2013 CVPR https://doi.org/10.1109/CVPR.2013.387 https://doi.ieeecomputersociety.org/10.1109/CVPR.2013.387 conf/cvpr/2013 db/conf/cvpr/cvpr2013.html#ZitnickP13 Roozbeh Mottaghi Sanja Fidler Jian Yao Raquel Urtasun Devi Parikh Analyzing Semantic Segmentation Using Hybrid Human-Machine CRFs. 3143-3150 2013 CVPR https://doi.org/10.1109/CVPR.2013.404 https://doi.ieeecomputersociety.org/10.1109/CVPR.2013.404 conf/cvpr/2013 db/conf/cvpr/cvpr2013.html#MottaghiFYUP13 Mohammad Rastegari Ali Diba Devi Parikh Ali Farhadi Multi-attribute Queries: To Merge or Not to Merge? 3310-3317 2013 CVPR https://doi.org/10.1109/CVPR.2013.425 https://doi.ieeecomputersociety.org/10.1109/CVPR.2013.425 conf/cvpr/2013 db/conf/cvpr/cvpr2013.html#RastegariDPF13 Devi Parikh Kristen Grauman Implied Feedback: Learning Nuances of User Behavior in Image Search. 745-752 2013 ICCV https://doi.org/10.1109/ICCV.2013.97 https://doi.ieeecomputersociety.org/10.1109/ICCV.2013.97 conf/iccv/2013 db/conf/iccv/iccv2013.html#ParikhG13 Naman Turakhia Devi Parikh Attribute Dominance: What Pops Out? 1225-1232 2013 ICCV https://doi.org/10.1109/ICCV.2013.155 https://doi.ieeecomputersociety.org/10.1109/ICCV.2013.155 conf/iccv/2013 db/conf/iccv/iccv2013.html#TurakhiaP13 C. Lawrence Zitnick Devi Parikh Lucy Vanderwende Learning the Visual Interpretation of Sentences. 1681-1688 2013 ICCV https://doi.org/10.1109/ICCV.2013.211 https://doi.ieeecomputersociety.org/10.1109/ICCV.2013.211 conf/iccv/2013 db/conf/iccv/iccv2013.html#ZitnickPV13 Amir Sadovnik Andrew C. Gallagher Devi Parikh Tsuhan Chen Spoken Attributes: Mixing Binary and Relative Attributes to Say the Right Thing. 2160-2167 2013 ICCV https://doi.org/10.1109/ICCV.2013.268 https://doi.ieeecomputersociety.org/10.1109/ICCV.2013.268 conf/iccv/2013 db/conf/iccv/iccv2013.html#SadovnikGPC13 Aayush Bansal Adarsh Kowdle Devi Parikh Andrew C. Gallagher Larry Zitnick Which Edges Matter? 578-585 2013 ICCV Workshops https://doi.org/10.1109/ICCVW.2013.80 https://doi.ieeecomputersociety.org/10.1109/ICCVW.2013.80 conf/iccvw/2013 db/conf/iccvw/iccvw2013.html#BansalKPGZ13 Devi Parikh Improving the quality of speech in noisy environments. 2012 Georgia Institute of Technology, Atlanta, GA, USA http://hdl.handle.net/1853/45889 https://www.base-search.net/Record/c2086f6f8532d980e2f8ad8488b0626e4b58ec8c96ddd98ab802bed4da42c7c4 base-search.net (ftgeorgiatech:oai:repository.gatech.edu:1853/45889)

Devi Parikh C. Lawrence Zitnick Tsuhan Chen Exploring Tiny Images: The Roles of Appearance and Contextual Information for Machine and Human Object Recognition. 1978-1991 2012 34 IEEE Trans. Pattern Anal. Mach. Intell. 10 https://doi.org/10.1109/TPAMI.2011.276 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2011.276 https://www.wikidata.org/entity/Q47336023 db/journals/pami/pami34.html#ParikhZC12

Devi Parikh Adriana Kovashka Amar Parkash Kristen Grauman Relative Attributes for Enhanced Human-Machine Communication. 2012 AAAI https://doi.org/10.1609/aaai.v26i1.8443 conf/aaai/2012 db/conf/aaai/aaai2012.html#ParikhKPG12 2153-2159 C. Lawrence Zitnick Devi Parikh The role of image understanding in contour detection. 622-629 2012 CVPR https://doi.org/10.1109/CVPR.2012.6247729 https://doi.ieeecomputersociety.org/10.1109/CVPR.2012.6247729 conf/cvpr/2012 db/conf/cvpr/cvpr2012.html#ZitnickP12 Congcong Li Devi Parikh Tsuhan Chen Automatic discovery of groups of objects for scene understanding. 2735-2742 2012 CVPR https://doi.org/10.1109/CVPR.2012.6247996 https://doi.ieeecomputersociety.org/10.1109/CVPR.2012.6247996 conf/cvpr/2012 db/conf/cvpr/cvpr2012.html#LiPC12 Adriana Kovashka Devi Parikh Kristen Grauman WhittleSearch: Image search with relative attribute feedback. 2973-2980 2012 CVPR https://doi.org/10.1109/CVPR.2012.6248026 https://doi.ieeecomputersociety.org/10.1109/CVPR.2012.6248026 conf/cvpr/2012 db/conf/cvpr/cvpr2012.html#KovashkaPG12 Kun Duan Devi Parikh David J. Crandall Kristen Grauman Discovering localized attributes for fine-grained recognition. 3474-3481 2012 CVPR https://doi.org/10.1109/CVPR.2012.6248089 https://doi.ieeecomputersociety.org/10.1109/CVPR.2012.6248089 conf/cvpr/2012 db/conf/cvpr/cvpr2012.html#DuanPCG12 Amar Parkash Devi Parikh Attributes for Classifier Feedback. 354-368 2012 ECCV (3) https://doi.org/10.1007/978-3-642-33712-3_26 conf/eccv/2012-3 db/conf/eccv/eccv2012-3.html#ParkashP12 Dhruv Batra Adarsh Kowdle Devi Parikh Jiebo Luo 0001 Tsuhan Chen Interactive Co-segmentation of Objects in Image Collections. 2011 i-x, 1-46 Springer Springer Briefs in Computer Science 978-1-4614-1914-3 978-1-4614-1915-0 https://doi.org/10.1007/978-1-4614-1915-0

Dhruv Batra Adarsh Kowdle Devi Parikh Jiebo Luo 0001 Tsuhan Chen Interactively Co-segmentating Topically Related Images with Intelligent Scribble Guidance. 273-292 2011 93 Int. J. Comput. Vis. 3 https://doi.org/10.1007/s11263-010-0415-x db/journals/ijcv/ijcv93.html#BatraKPLC11

Devi Parikh C. Lawrence Zitnick Finding the weakest link in person detectors. 1425-1432 2011 CVPR https://doi.org/10.1109/CVPR.2011.5995450 https://doi.ieeecomputersociety.org/10.1109/CVPR.2011.5995450 conf/cvpr/2011 db/conf/cvpr/cvpr2011.html#ParikhZ11 Devi Parikh Kristen Grauman Interactively building a discriminative vocabulary of nameable attributes. 1681-1688 2011 CVPR https://doi.org/10.1109/CVPR.2011.5995451 https://doi.ieeecomputersociety.org/10.1109/CVPR.2011.5995451 conf/cvpr/2011 db/conf/cvpr/cvpr2011.html#ParikhG11 Andrew C. Gallagher Dhruv Batra Devi Parikh Inference for order reduction in Markov random fields. 1857-1864 2011 CVPR https://doi.org/10.1109/CVPR.2011.5995452 https://doi.ieeecomputersociety.org/10.1109/CVPR.2011.5995452 conf/cvpr/2011 db/conf/cvpr/cvpr2011.html#GallagherBP11 Devi Parikh Kristen Grauman Relative attributes. 503-510 2011 ICCV https://doi.org/10.1109/ICCV.2011.6126281 https://doi.ieeecomputersociety.org/10.1109/ICCV.2011.6126281 conf/iccv/2011 db/conf/iccv/iccv2011.html#ParikhG11 Congcong Li Devi Parikh Tsuhan Chen Extracting adaptive contextual cues from unlabeled regions. 511-518 2011 ICCV https://doi.org/10.1109/ICCV.2011.6126282 https://doi.ieeecomputersociety.org/10.1109/ICCV.2011.6126282 conf/iccv/2011 db/conf/iccv/iccv2011.html#LiPC11 Devi Parikh Recognizing jumbled images: The role of local and global information in image classification. 519-526 2011 ICCV https://doi.org/10.1109/ICCV.2011.6126283 https://doi.ieeecomputersociety.org/10.1109/ICCV.2011.6126283 conf/iccv/2011 db/conf/iccv/iccv2011.html#Parikh11 Phillip Isola Devi Parikh Antonio Torralba 0001 Aude Oliva Understanding the Intrinsic Memorability of Images. 2429-2437 2011 NIPS https://proceedings.neurips.cc/paper/2011/hash/286674e3082feb7e5afb92777e48821f-Abstract.html http://papers.nips.cc/paper/4451-understanding-the-intrinsic-memorability-of-images conf/nips/2011 db/conf/nips/nips2011.html#IsolaPTO11 Devi Parikh C. Lawrence Zitnick The role of features, algorithms and data in visual recognition. 2328-2335 2010 CVPR https://doi.org/10.1109/CVPR.2010.5539920 https://doi.ieeecomputersociety.org/10.1109/CVPR.2010.5539920 conf/cvpr/2010 db/conf/cvpr/cvpr2010.html#ParikhZ10 Dhruv Batra Andrew C. Gallagher Devi Parikh Tsuhan Chen Beyond trees: MRF inference via outer-planar decomposition. 2496-2503 2010 CVPR https://doi.org/10.1109/CVPR.2010.5539951 https://doi.ieeecomputersociety.org/10.1109/CVPR.2010.5539951 conf/cvpr/2010 db/conf/cvpr/cvpr2010.html#BatraGPC10 Dhruv Batra Adarsh Kowdle Devi Parikh Jiebo Luo 0001 Tsuhan Chen iCoseg: Interactive co-segmentation with intelligent scribble guidance. 3169-3176 2010 CVPR https://doi.org/10.1109/CVPR.2010.5540080 https://doi.ieeecomputersociety.org/10.1109/CVPR.2010.5540080 conf/cvpr/2010 db/conf/cvpr/cvpr2010.html#BatraKPLC10

Devi Parikh Tsuhan Chen Unsupervised Modeling of Objects and Their Hierarchical Contextual Interactions. 2009 2009 EURASIP J. Image Video Process. https://doi.org/10.1155/2009/184618 https://www.wikidata.org/entity/Q59249695 db/journals/ejivp/ejivp2009.html#ParikhC09

Dhruv Batra Adarsh Kowdle Devi Parikh Tsuhan Chen Cutout-search: Putting a name to the picture. 23-30 2009 CVPR Workshops https://doi.org/10.1109/CVPRW.2009.5204195 https://doi.ieeecomputersociety.org/10.1109/CVPRW.2009.5204195 conf/cvpr/2009w db/conf/cvpr/cvprw2009.html#BatraKPC09 Devi Parikh C. Lawrence Zitnick Tsuhan Chen Unsupervised learning of hierarchical spatial structures in images. 2743-2750 2009 CVPR https://doi.org/10.1109/CVPR.2009.5206549 https://doi.org/10.1109/CVPRW.2009.5206549 https://doi.ieeecomputersociety.org/10.1109/CVPR.2009.5206549 conf/cvpr/2009 db/conf/cvpr/cvpr2009.html#ParikhZC09 Dhruv Batra Devi Parikh Adarsh Kowdle Tsuhan Chen Jiebo Luo 0001 Seed Image Selection in interactive cosegmentation. 2393-2396 2009 ICIP https://doi.org/10.1109/ICIP.2009.5414482 conf/icip/2009 db/conf/icip/icip2009.html#BatraPKCL09 Ching-Hao Mao Hahn-Ming Lee Devi Parikh Tsuhan Chen Si-Yu Huang Semi-supervised co-training and active learning based approach for multi-view intrusion detection. 2042-2048 2009 SAC https://doi.org/10.1145/1529282.1529735 conf/sac/2009 db/conf/sac/sac2009.html#MaoLPCH09

Robi Polikar Apostolos Topalis Devi Parikh Deborah Green Jennifer Frymiare John Kounios Christopher M. Clark An ensemble based data fusion approach for early diagnosis of Alzheimer's disease. 83-95 2008 9 Inf. Fusion 1 https://doi.org/10.1016/j.inffus.2006.09.003 db/journals/inffus/inffus9.html#PolikarTPGFKC08

Devi Parikh Tsuhan Chen Data Fusion and Cost Minimization for Intrusion Detection. 381-389 2008 3 IEEE Trans. Inf. Forensics Secur. 3 https://doi.org/10.1109/TIFS.2008.928539 https://www.wikidata.org/entity/Q114984582 db/journals/tifs/tifs3.html#ParikhC08

Devi Parikh C. Lawrence Zitnick Tsuhan Chen From appearance to context-based recognition: Dense labeling in small images. 2008 CVPR https://doi.org/10.1109/CVPR.2008.4587595 https://doi.ieeecomputersociety.org/10.1109/CVPR.2008.4587595 conf/cvpr/2008 db/conf/cvpr/cvpr2008.html#ParikhZC08 Devi Parikh C. Lawrence Zitnick Tsuhan Chen Determining Patch Saliency Using Low-Level Context. 446-459 2008 ECCV (2) https://doi.org/10.1007/978-3-540-88688-4_33 conf/eccv/2008-2 db/conf/eccv/eccv2008-2.html#ParikhZC08 Devi Parikh Tsuhan Chen Bringing diverse classifiers to common grounds: dtransform. 3349-3352 2008 ICASSP https://doi.org/10.1109/ICASSP.2008.4518368 conf/icassp/2008 db/conf/icassp/icassp2008.html#ParikhC08 Devi Parikh Gavin Jancke Localization and Segmentation of A 2D High Capacity Color Barcode. 1-6 2008 WACV https://doi.org/10.1109/WACV.2008.4544033 https://doi.ieeecomputersociety.org/10.1109/WACV.2008.4544033 conf/wacv/2008 db/conf/wacv/wacv2008.html#ParikhJ08

Devi Parikh Robi Polikar An Ensemble-Based Incremental Learning Approach to Data Fusion. 437-450 2007 37 IEEE Trans. Syst. Man Cybern. Part B 2 https://doi.org/10.1109/TSMCB.2006.883873 https://www.wikidata.org/entity/Q31108436 db/journals/tsmc/tsmcb37.html#ParikhP07

Devi Parikh Tsuhan Chen Unsupervised Identification of Multiple Objects of Interest from Multiple Images: dISCOVER. 487-496 2007 conf/accv/2007-2 ACCV (2) https://doi.org/10.1007/978-3-540-76390-1_48 db/conf/accv/accv2007-2.html#ParikhC07 Devi Parikh Tsuhan Chen Unsupervised Learning of Hierarchical Semantics of Objects (hSOs). 2007 conf/cvpr/2007 CVPR https://doi.org/10.1109/CVPR.2007.383370 https://doi.ieeecomputersociety.org/10.1109/CVPR.2007.383370 db/conf/cvpr/cvpr2007.html#ParikhC07 Devi Parikh Tsuhan Chen Hierarchical Semantics of Objects (hSOs). 1-8 2007 ICCV https://doi.org/10.1109/ICCV.2007.4408960 https://doi.ieeecomputersociety.org/10.1109/ICCV.2007.4408960 conf/iccv/2007 db/conf/iccv/iccv2007.html#ParikhC07 Devi Parikh Rahul Sukthankar Tsuhan Chen Mei Chen Feature-based Part Retrieval for Interactive 3D Reassembly. 14 2007 conf/wacv/2007 WACV https://doi.org/10.1109/WACV.2007.25 https://doi.ieeecomputersociety.org/10.1109/WACV.2007.25 db/conf/wacv/wacv2007.html#ParikhSCC07 Devi Parikh Min T. Kim Joseph Oagaro Shreekanth Mandayam Robi Polikar Combining classifiers for multisensor data fusion. 1232-1237 2004 conf/smc/2004 SMC (2) https://doi.org/10.1109/ICSMC.2004.1399793 db/conf/smc/smc2004-2.html#ParikhKOMP04 Yossi Adi Gunjan Aggarwal Aishwarya Agrawal Harsh Agrawal Karuna Ahuja Huda AlAmri Safinah Ali James F. Allen Jie An 0002 Peter Anderson Peter Anderson 0001 Stanislaw Antol Georgios Antoniou Oron Ashual Omri Avrahami Samaneh Azadi Aayush Bansal Mohit Bansal Dhruv Batra Tanmay Batra Hédi Ben-Younes Samy Bengio Yoshua Bengio Gedas Bertasius Arijit Biswas Antoine Bordes Chris Brockett Andrew Brown Peter Bull Rémi Cadène Vincent Cartillier Nathanael Chambers Shantanu Chandra Arjun Chandrasekaran Shih-Fu Chang Lowik Chanussot Devendra Singh Chaplot Prithvijit Chattopadhyay Gal Chechik Mei Chen Tsuhan Chen Xinlei Chen Anoop Cherian Gordon A. Christie Christopher M. Clark Michael Cogswell Jade Copet Matthieu Cord David D. Cox David CrandallDavid J. Crandall Xiaoliang Dai Corentin Dancette Trevor Darrell Abhishek Das Abhishek Das 0002 Samyak Datta Yann N. Dauphin Alexandre Défossez Karan Desai Ruta Desai Jacob Devlin Arturo Deza Luis Fernando D'Haro Sameer Dharur Ali Diba Ajay Divakaran William B. DolanBill Dolan Kun Duan Abhimanyu Dubey Quentin Duval Mohamed Elhoseiny Jan Ernst Irfan A. EssaIrfan Essa Max Faleev Ali Farhadi Will Feng Francis Ferraro Sanja Fidler Hamed Firooz Adam Fisch Casey A. Fitzpatrick Ohad Fried Jennifer Frymiare Oran Gafni Andrew C. Gallagher Michel Galley Wojciech Galuba Chuang Gan 0001 Jianfeng Gao 0001 Xiang Gao 0011 Songwei Ge Théophile Gervet Shalini Ghosh Rohit Girdhar Ross B. Girshick Georgia Gkioxari Karthik Gopalakrishnan 0001 Daniel Gordon Vedanuj Goswami Anirudh Goyal Naman Goyal 0001 Siddharth Goyal Yash Goyal Kristen Grauman Deborah Green Rostislav Grigoriev Aditya Grover R. Chulaka Gunasekara Abhinav Gupta 0001 Khushi Gupta Sonal Gupta Meera Hahn Dilek Hakkani-TürDilek Hakkani-Tur Thomas Hayes Di He 0001 Xiaodong He 0001 Yihan He Zijian He Martial Hebert Larry HeckLarry P. Heck Javier Heras-Domingo César A. Hidalgo 0001 Caleb Ho Judy Hoffman Nithin Holla Chiori Hori Takaaki Hori Eric Horvitz Ji Hou Wei-Lin Hsiao Qiyuan Hu Weihua Hu Jia-Bin Huang 0001 Si-Yu Huang Ting-Hao Kenneth HuangTing-Hao (Kenneth) Huang Phillip Isola David Jacobs 0001 Bhavana Jain Rishabh Jain Gavin Jancke Mainak Jas Yu Jiang Hongxia Jin Justin Johnson 0001 Mark Johnson 0001 Abhishek Kadian Ece Kamar Anitha Kannan Yash Kant Isay Katsman Guolin Ke Nan Rosemary Ke Aniruddha Kembhavi Mukul Khanna Tejas Khot Douwe Kiela Jin-Hwa Kim Min T. Kim Yuval Kirstain Nikita Kitaev Pushmeet Kohli Filippos Kokkinos Adeesh Kolluru Vladlen Koltun Satwik Kottur John Kounios Adriana Kovashka Adarsh Kowdle Jacob Krantz Felix Kreuk Kalpesh Krishna Ujwal Krothapalli Jonathan K. Kummerfeld Shrenik Lad Janice Lan Walter S. Lasecki Thibaut Lavril Hahn-Ming Lee Lisa Lee Stefan Lee Jure Leskovec Mike Lewis Congcong Li Kunpeng Li X. Alice Li Xiao Lin Xudong Lin 0003 Phillip Lippe Greg Lipstein Dani Lischinski Jia Liu Tie-Yan Liu Yang Liu 0004 Raphael Gontijo Lopes Jiasen Lu Ruslan Lukin Jiebo Luo 0001 Chih-Yao Ma Jose Alberto Lopez Magana Dhruv Mahajan 0001 Arjun Majumdar Iurii Makarov Oleksandr Maksymets Jitendra Malik Shreekanth Mandayam Ching-Hao Mao Jiayuan Mao Kenneth Marino Tim K. Marks Alexander H. Miller Ishan Misra Margaret Mitchell Nirbhay Modhe Aravind Mohan Akrit Mohapatra Ari S. MorcosAri Morcos Nasrin Mostafazadeh Roozbeh Mottaghi Simran Motwani Abhinav Moudgil José M. F. Moura Niklas Muennighoff Vishvak Murahari Kevin Murphy 0002 Nikhil Naik 0003 Yuta Nakajima Medhini Narasimhan Vivek Natarajan Tony Nelli Naoki Nishimura Besmira Nushi Joseph Oagaro Aude Oliva Umut Ozertem Aini Palizhati Guan Pang Patrick Pantel Amar Parkash Julien Perez Vladan Petrovic Joelle Pineau Robinson Piramuthu Robi Polikar Adam Polyak Lazaros Polymenakos Viraj Prabhu Michael G. RabbatMike Rabbat Filip Radenovic Santhosh Rajamanickam Vignesh Ramanathan Sai Saketh Rambhatla Ramesh Raskar Mohammad Rastegari Arijit Ray James M. Rehg Zhile Ren Marco Ribeiro Marco Túlio Ribeiro Morgane Riviere Ammar Rizvi Marcus Rohrbach Bernardino Romera-Paredes Joshua Romoff Jewgeni Rose Anirban Roy Amir Sadovnik Mayu Sakurada Ruslan Salakhutdinov Vlad Sandulescu Manolis Savva Alexander G. Schwing Ramprasaath R. SelvarajuRamprasaath Ramasamy Selvaraju Akbar Shah Meet Shah 0001 Mohit Sharma Tilak Sharma Yilin Shen Sasha Sheng Shelly Sheynin Yu Shi Ayush Shrivastava Muhammed Shuaibi Kurt Shuster 0001 Ekaterina Shutova Karan Sikka Uriel Singer Amanpreet Singh Avi Singh Mannat Singh Mitesh Kumar Singh Richard Socher Yiwen Song Lucia Specia Ramya Srinivasan 0002 Anuroop Sriram Julian Straub Rahul Sukthankar Roshan Sumbaly Douglas Summers-Stay Gabriel Synnaeve Yaniv Taigman Purva Tendulkar Joshua B. Tenenbaum Tristan Thrush Yuandong Tian Apostolos Topalis Philip Torr 0001Philip H. S. Torr Antonio Torralba 0001 Lorenzo Torresani Ahmed Touati Kevin Tran Joanne Truong Sam S. Tsai Gökhan Tür Naman Turakhia Zachary W. Ulissi Raquel Urtasun Peter Vajda Julien P. C. Valentin Simon Vandenhende Lucy Vanderwende Andrea Vedaldi Ramakrishna Vedantam Riza Velioglu Ashwin K. Vijayakumar Harm de Vries Jialiang Wang 0001 Jiuling Wang Jue Wang 0001 Jue Wang 0010 Rui Wang 0067 Xiaofang Wang Yufei Wang 0003 Yi Wen 0006 Jason Weston Gordon Wichern Erik Wijmans Brandon M. Wood Chao-Yuan Wu Jiajun Wu 0001 Ziyan Wu 0001 Jianxiong Xiao Caiming Xiong Mingze Xu Deshraj Yadav Takehisa Yairi Harry Yang Jianwei Yang Helen Yannakoudakis Jian Yao Denis Yarats Adel Yarullin Xi Yin 0001 Chengxuan Ying Junwoong Yoon Koichiro Yoshino Jiacheng You Matthew Yu Alan L. Yuille Byoung-Tak Zhang Peizhao Zhang Peng Zhang 0023 Songyang Zhang 0004 Yili Zhao Yue Zhao Shuxin Zheng Hongyuan Zhu Ron Zhu C. Lawrence ZitnickLarry Zitnick Amit Zohar