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Alexandre Alahi
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2020 – today
- 2024
- [j17]Saeed Saadatnejad
, Mehrshad Mirmohammadi
Toward Reliable Human Pose Forecasting With Uncertainty. IEEE Robotics Autom. Lett. 9(5): 4447-4454 (2024) - [j16]Ting Zhang
Dynamic Voxels Based on Ego-Conditioned Prediction: An Integrated Spatio-Temporal Framework for Motion Planning. IEEE Trans. Intell. Transp. Syst. 25(10): 14973-14985 (2024) - [c67]Kathrin Grosse, Lukas Bieringer, Tarek R. Besold, Battista Biggio, Alexandre Alahi:
When Your AI Becomes a Target: AI Security Incidents and Best Practices. AAAI 2024: 23041-23046 - [c66]Vladimir Somers, Victor Joos, Anthony Cioppa, Silvio Giancola, Seyed Abolfazl Ghasemzadeh, Floriane Magera, Baptiste Standaert, Amir M. Mansourian, Xin Zhou, Shohreh Kasaei, Bernard Ghanem, Alexandre Alahi, Marc Van Droogenbroeck, Christophe De Vleeschouwer:
SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap. CVPR Workshops 2024: 3293-3305 - [c65]Mohamed Abdelfattah, Mariam Hassan, Alexandre Alahi:
MaskCLR: Attention-Guided Contrastive Learning for Robust Action Representation Learning. CVPR 2024: 18678-18687 - [c64]Lan Feng, Mohammadhossein Bahari, Kaouther Messaoud Ben Amor, Éloi Zablocki, Matthieu Cord, Alexandre Alahi:
UniTraj: A Unified Framework for Scalable Vehicle Trajectory Prediction. ECCV (12) 2024: 106-123 - [c63]Vladimir Somers
Keypoint Promptable Re-Identification. ECCV (79) 2024: 216-233 - [c62]Mohamed Abdelfattah, Alexandre Alahi
S-JEPA: A Joint Embedding Predictive Architecture for Skeletal Action Recognition. ECCV (32) 2024: 367-384 - [c61]Saeed Saadatnejad, Yang Gao, Kaouther Messaoud, Alexandre Alahi:
Social-Transmotion: Promptable Human Trajectory Prediction. ICLR 2024 - [c60]Megh Shukla, Mathieu Salzmann, Alexandre Alahi:
TIC-TAC: A Framework For Improved Covariance Estimation In Deep Heteroscedastic Regression. ICML 2024 - [c59]Yihong Xu, Loïck Chambon, Éloi Zablocki, Mickaël Chen, Alexandre Alahi, Matthieu Cord, Patrick Pérez:
Towards Motion Forecasting with Real-World Perception Inputs: Are End-to-End Approaches Competitive? ICRA 2024: 18428-18435 - [c58]Kathrin Grosse, Lukas Bieringer, Tarek R. Besold, Alexandre Alahi:
Towards More Practical Threat Models in Artificial Intelligence Security. USENIX Security Symposium 2024 - [i78]Yuejiang Liu, Alexandre Alahi:
Co-Supervised Learning: Improving Weak-to-Strong Generalization with Hierarchical Mixture of Experts. CoRR abs/2402.15505 (2024) - [i77]Mohammadhossein Bahari, Saeed Saadatnejad, Amirhossein Asgari-Farsangi, Seyed-Mohsen Moosavi-Dezfooli, Alexandre Alahi:
Certified Human Trajectory Prediction. CoRR abs/2403.13778 (2024) - [i76]David Fernández Llorca, Ronan Hamon, Henrik Junklewitz, Kathrin Grosse, Lars Kunze, Patrick Seiniger, Robert Swaim, Nick Reed, Alexandre Alahi, Emilia Gómez, Ignacio Sánchez, Ákos Kriston:
Testing autonomous vehicles and AI: perspectives and challenges from cybersecurity, transparency, robustness and fairness. CoRR abs/2403.14641 (2024) - [i75]Lan Feng, Mohammadhossein Bahari, Kaouther Messaoud Ben Amor, Éloi Zablocki, Matthieu Cord, Alexandre Alahi:
UniTraj: A Unified Framework for Scalable Vehicle Trajectory Prediction. CoRR abs/2403.15098 (2024) - [i74]Vladimir Somers, Victor Joos
SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap. CoRR abs/2404.11335 (2024) - [i73]Vladimir Somers, Christophe De Vleeschouwer, Alexandre Alahi:
Keypoint Promptable Re-Identification. CoRR abs/2407.18112 (2024) - [i72]Jifeng Wang, Kaouther Messaoud, Yuejiang Liu, Juergen Gall, Alexandre Alahi:
Forecast-PEFT: Parameter-Efficient Fine-Tuning for Pre-trained Motion Forecasting Models. CoRR abs/2407.19564 (2024) - [i71]Seyed Abolfazl Ghasemzadeh, Alexandre Alahi, Christophe De Vleeschouwer:
MPL: Lifting 3D Human Pose from Multi-view 2D Poses. CoRR abs/2408.10805 (2024) - [i70]Beatriz Borges, Negar Foroutan, Deniz Bayazit, Anna Sotnikova, Syrielle Montariol, Tanya Nazaretzky, Mohammadreza Banaei, Alireza Sakhaeirad, Philippe Servant, Seyed Parsa Neshaei, Jibril Frej, Angelika Romanou, Gail Weiss, Sepideh Mamooler, Zeming Chen, Simin Fan, Silin Gao, Mete Ismayilzada, Debjit Paul, Alexandre Schöpfer, Andrej Janchevski, Anja Tiede, Clarence Linden, Emanuele Troiani, Francesco Salvi, Freya Behrens, Giacomo Orsi
Could ChatGPT get an Engineering Degree? Evaluating Higher Education Vulnerability to AI Assistants. CoRR abs/2408.11841 (2024) - [i69]Bastien van Delft, Tommaso Martorella, Alexandre Alahi:
CODE: Confident Ordinary Differential Editing. CoRR abs/2408.12418 (2024) - [i68]Anthony Cioppa, Silvio Giancola, Vladimir Somers, Victor Joos, Floriane Magera, Jan Held, Seyed Abolfazl Ghasemzadeh, Xin Zhou, Karolina Seweryn, Mateusz Kowalczyk, Zuzanna Mróz, Szymon Lukasik, Michal Halon, Hassan Mkhallati, Adrien Deliège, Carlos Hinojosa, Karen Sanchez, Amir M. Mansourian, Pierre Miralles, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, Adam Gorski, Albert Clapés, Andrei Boiarov, Anton Afanasiev, Artur Xarles, Atom Scott, Byoungkwon Lim, Calvin Yeung, Cristian Gonzalez, Dominic Rüfenacht, Enzo Pacilio, Fabian Deuser, Faisal Sami Altawijri, Francisco Cachón, Hankyul Kim, Haobo Wang, Hyeonmin Choe, Hyunwoo J. Kim, Il-Min Kim, Jae-Mo Kang, Jamshid Tursunboev, Jian Yang, Jihwan Hong, Jimin Lee, Jing Zhang, Junseok Lee, Kexin Zhang, Konrad Habel, Licheng Jiao, Linyi Li, Marc Gutiérrez-Pérez, Marcelo Ortega, Menglong Li, Milosz Lopatto, Nikita Kasatkin, Nikolay Nemtsev, Norbert Oswald, Oleg Udin, Pavel Kononov, Pei Geng, Saad Ghazai Alotaibi, Sehyung Kim, Sergei Ulasen, Sergio Escalera, Shanshan Zhang, Shuyuan Yang, Sunghwan Moon, Thomas B. Moeslund, Vasyl Shandyba, Vladimir Golovkin, Wei Dai, WonTaek Chung, Xinyu Liu, Yongqiang Zhu, Youngseo Kim, Yuan Li, Yuting Yang, Yuxuan Xiao, Zehua Cheng, Zhihao Li:
SoccerNet 2024 Challenges Results. CoRR abs/2409.10587 (2024) - [i67]Yasaman Haghighi, Celine Demonsant, Panagiotis Chalimourdas, Maryam Tavasoli Naeini, Jhon Kevin Munoz, Bladimir Bacca, Silvan Suter, Matthieu Gani, Alexandre Alahi:
HEADS-UP: Head-Mounted Egocentric Dataset for Trajectory Prediction in Blind Assistance Systems. CoRR abs/2409.20324 (2024) - [i66]Seyed Mohamad Moghadas, Yangxintong Lyu, Bruno Cornelis, Alexandre Alahi, Adrian Munteanu:
Strada-LLM: Graph LLM for traffic prediction. CoRR abs/2410.20856 (2024) - 2023
- [j15]Lixuan Tang
Real-Time Localization for Closed-Loop Control of Assistive Furniture. IEEE Robotics Autom. Lett. 8(8): 4799-4806 (2023) - [j14]Parth Kothari
Safety-Compliant Generative Adversarial Networks for Human Trajectory Forecasting. IEEE Trans. Intell. Transp. Syst. 24(4): 4251-4261 (2023) - [c57]Yuejiang Liu, Alexandre Alahi, Chris Russell, Max Horn, Dominik Zietlow, Bernhard Schölkopf, Francesco Locatello:
Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning. CLeaR 2023: 553-573 - [c56]Hao Zhao, Yuejiang Liu, Alexandre Alahi, Tao Lin:
On Pitfalls of Test-Time Adaptation. ICML 2023: 42058-42080 - [c55]Saeed Saadatnejad
A generic diffusion-based approach for 3D human pose prediction in the wild. ICRA 2023: 8246-8253 - [c54]George Adaimi, David Mizrahi, Alexandre Alahi:
Composite Relationship Fields with Transformers for Scene Graph Generation. WACV 2023: 52-64 - [c53]Benjamin Kiefer, Matej Kristan, Janez Pers, Lojze Zust, Fabio Poiesi, Fabio Augusto de Alcantara Andrade, Alexandre Bernardino, Matthew Dawkins, Jenni Raitoharju
1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results. WACV (Workshops) 2023: 265-302 - [c52]Vladimir Somers, Christophe De Vleeschouwer, Alexandre Alahi:
Body Part-Based Representation Learning for Occluded Person Re-Identification. WACV 2023: 1613-1623 - [i65]Yuejiang Liu, Alexandre Alahi, Chris Russell
Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning. CoRR abs/2301.05169 (2023) - [i64]Vaios Papaspyros, Ramón Escobedo, Alexandre Alahi, Guy Theraulaz, Clément Sire, Francesco Mondada:
Predicting long-term collective animal behavior with deep learning. CoRR abs/2302.06839 (2023) - [i63]Saeed Saadatnejad
Toward Reliable Human Pose Forecasting with Uncertainty. CoRR abs/2304.06707 (2023) - [i62]Hao Zhao, Yuejiang Liu, Alexandre Alahi, Tao Lin:
On Pitfalls of Test-Time Adaptation. CoRR abs/2306.03536 (2023) - [i61]Anthony G. Francis, Claudia Pérez-D'Arpino, Chengshu Li, Fei Xia, Alexandre Alahi, Rachid Alami, Aniket Bera, Abhijat Biswas, Joydeep Biswas, Rohan Chandra, Hao-Tien Lewis Chiang, Michael Everett, Sehoon Ha, Justin W. Hart, Jonathan P. How, Haresh Karnan, Tsang-Wei Edward Lee, Luis J. Manso, Reuth Mirsky, Sören Pirk, Phani-Teja Singamaneni, Peter Stone, Ada V. Taylor, Peter Trautman, Nathan Tsoi, Marynel Vázquez, Xuesu Xiao, Peng Xu, Naoki Yokoyama, Alexander Toshev, Roberto Martin Martin:
Principles and Guidelines for Evaluating Social Robot Navigation Algorithms. CoRR abs/2306.16740 (2023) - [i60]Anthony Cioppa, Silvio Giancola, Vladimir Somers, Floriane Magera, Xin Zhou, Hassan Mkhallati, Adrien Deliège, Jan Held, Carlos Hinojosa, Amir M. Mansourian, Pierre Miralles, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, Abdullah Kamal, Adrien Maglo, Albert Clapés, Amr Abdelaziz, Artur Xarles, Astrid Orcesi, Atom Scott, Bin Liu, Byoungkwon Lim, Chen Chen, Fabian Deuser, Feng Yan, Fufu Yu, Gal Shitrit, Guanshuo Wang, Gyusik Choi, Hankyul Kim, Hao Guo, Hasby Fahrudin, Hidenari Koguchi, Håkan Ardö, Ibrahim Salah, Ido Yerushalmy, Iftikar Muhammad, Ikuma Uchida, Ishay Be'ery, Jaonary Rabarisoa, Jeongae Lee, Jiajun Fu, Jianqin Yin, Jinghang Xu, Jongho Nang, Julien Denize, Junjie Li, Junpei Zhang, Juntae Kim, Kamil Synowiec, et al.:
SoccerNet 2023 Challenges Results. CoRR abs/2309.06006 (2023) - [i59]Megh Shukla, Mathieu Salzmann, Alexandre Alahi:
TIC-TAC: A Framework To Learn And Evaluate Your Covariance. CoRR abs/2310.18953 (2023) - [i58]Saeed Saadatnejad, Yang Gao, Hamid Rezatofighi, Alexandre Alahi:
JRDB-Traj: A Dataset and Benchmark for Trajectory Forecasting in Crowds. CoRR abs/2311.02736 (2023) - [i57]Kathrin Grosse, Lukas Bieringer, Tarek Richard Besold, Alexandre Alahi:
Towards more Practical Threat Models in Artificial Intelligence Security. CoRR abs/2311.09994 (2023) - [i56]Yuejiang Liu, Ahmad Rahimi, Po-Chien Luan, Frano Rajic, Alexandre Alahi:
Sim-to-Real Causal Transfer: A Metric Learning Approach to Causally-Aware Interaction Representations. CoRR abs/2312.04540 (2023) - [i55]Kaouther Messaoud
Manipulating Trajectory Prediction with Backdoors. CoRR abs/2312.13863 (2023) - [i54]Brian Sifringer, Alexandre Alahi:
Images in Discrete Choice Modeling: Addressing Data Isomorphism in Multi-Modality Inputs. CoRR abs/2312.14724 (2023) - [i53]Saeed Saadatnejad
Social-Transmotion: Promptable Human Trajectory Prediction. CoRR abs/2312.16168 (2023) - 2022
- [j13]Parth Kothari
Human Trajectory Forecasting in Crowds: A Deep Learning Perspective. IEEE Trans. Intell. Transp. Syst. 23(7): 7386-7400 (2022) - [j12]Lorenzo Bertoni
Perceiving Humans: From Monocular 3D Localization to Social Distancing. IEEE Trans. Intell. Transp. Syst. 23(7): 7401-7418 (2022) - [j11]Taylor Mordan
Detecting 32 Pedestrian Attributes for Autonomous Vehicles. IEEE Trans. Intell. Transp. Syst. 23(8): 11823-11835 (2022) - [j10]Sven Kreiss
OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association. IEEE Trans. Intell. Transp. Syst. 23(8): 13498-13511 (2022) - [j9]Saeed Saadatnejad
A Shared Representation for Photorealistic Driving Simulators. IEEE Trans. Intell. Transp. Syst. 23(8): 13835-13845 (2022) - [c51]Megh Shukla, Roshan Roy, Pankaj Singh, Shuaib Ahmed, Alexandre Alahi:
VL4Pose: Active Learning Through Out-Of-Distribution Detection For Pose Estimation. BMVC 2022: 610 - [c50]Parth Kothari, Danya Li, Yuejiang Liu, Alexandre Alahi:
Motion Style Transfer: Modular Low-Rank Adaptation for Deep Motion Forecasting. CoRL 2022: 774-784 - [c49]Yuejiang Liu, Riccardo Cadei, Jonas Schweizer, Sherwin Bahmani, Alexandre Alahi:
Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective. CVPR 2022: 17060-17071 - [c48]Mohammadhossein Bahari, Saeed Saadatnejad
Vehicle trajectory prediction works, but not everywhere. CVPR 2022: 17102-17112 - [c47]Maël Wildi
Training Traffic Light Behavior with End-to-End Learning. IAS 2022: 753-764 - [c46]Dongxu Guo, Taylor Mordan
Pedestrian Stop and Go Forecasting with Hybrid Feature Fusion. ICRA 2022: 940-947 - [c45]Silvio Giancola, Anthony Cioppa, Adrien Deliège, Floriane Magera, Vladimir Somers
SoccerNet 2022 Challenges Results. MMSports@MM 2022: 75-86 - [i52]Dongxu Guo, Taylor Mordan, Alexandre Alahi:
Pedestrian Stop and Go Forecasting with Hybrid Feature Fusion. CoRR abs/2203.02489 (2022) - [i51]Saeed Saadatnejad
Pedestrian 3D Bounding Box Prediction. CoRR abs/2206.14195 (2022) - [i50]Parth Kothari, Alexandre Alahi:
Safety-compliant Generative Adversarial Networks for Human Trajectory Forecasting. CoRR abs/2209.12243 (2022) - [i49]Silvio Giancola, Anthony Cioppa, Adrien Deliège, Floriane Magera, Vladimir Somers, Le Kang, Xin Zhou, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, Abdulrahman Darwish, Adrien Maglo, Albert Clapés, Andreas Luyts, Andrei Boiarov, Artur Xarles, Astrid Orcesi, Avijit Shah, Baoyu Fan, Bharath Comandur, Chen Chen, Chen Zhang, Chen Zhao, Chengzhi Lin, Cheuk-Yiu Chan, Chun Chuen Hui, Dengjie Li, Fan Yang, Fan Liang, Fang Da, Feng Yan, Fufu Yu, Guanshuo Wang, H. Anthony Chan, He Zhu, Hongwei Kan, Jiaming Chu, Jianming Hu, Jianyang Gu
SoccerNet 2022 Challenges Results. CoRR abs/2210.02365 (2022) - [i48]Saeed Saadatnejad, Ali Rasekh, Mohammadreza Mofayezi, Yasamin Medghalchi, Sara Rajabzadeh, Taylor Mordan, Alexandre Alahi:
A generic diffusion-based approach for 3D human pose prediction in the wild. CoRR abs/2210.05669 (2022) - [i47]Megh Shukla, Roshan Roy, Pankaj Singh, Shuaib Ahmed, Alexandre Alahi:
VL4Pose: Active Learning Through Out-Of-Distribution Detection For Pose Estimation. CoRR abs/2210.06028 (2022) - [i46]Parth Kothari, Danya Li, Yuejiang Liu, Alexandre Alahi:
Motion Style Transfer: Modular Low-Rank Adaptation for Deep Motion Forecasting. CoRR abs/2211.03165 (2022) - [i45]Vladimir Somers, Christophe De Vleeschouwer, Alexandre Alahi:
Body Part-Based Representation Learning for Occluded Person Re-Identification. CoRR abs/2211.03679 (2022) - [i44]Benjamin Kiefer, Matej Kristan, Janez Pers, Lojze Zust, Fabio Poiesi, Fabio Augusto de Alcantara Andrade, Alexandre Bernardino, Matthew Dawkins, Jenni Raitoharju, Yitong Quan, Adem Atmaca, Timon Höfer, Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao, Lars Sommer, Raphael Spraul, Hangyue Zhao, Hongpu Zhang, Yanyun Zhao, Jan Lukas Augustin, Eui-ik Jeon, Impyeong Lee, Luca Zedda
1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results. CoRR abs/2211.13508 (2022) - 2021
- [j8]Luigi Palmieri
Guest Editorial: Introduction to the Special Issue on Long-Term Human Motion Prediction. IEEE Robotics Autom. Lett. 6(3): 5613-5617 (2021) - [c44]Parth Kothari, Brian Sifringer, Alexandre Alahi:
Interpretable Social Anchors for Human Trajectory Forecasting in Crowds. CVPR 2021: 15556-15566 - [c43]Duncan Zauss, Sven Kreiss, Alexandre Alahi:
Keypoint Communities. ICCV 2021: 11037-11046 - [c42]Yuejiang Liu, Qi Yan, Alexandre Alahi:
Social NCE: Contrastive Learning of Socially-aware Motion Representations. ICCV 2021: 15098-15109 - [c41]Xuanchi Ren
Safety-aware Motion Prediction with Unseen Vehicles for Autonomous Driving. ICCV 2021: 15711-15720 - [c40]Behnam Parsaeifard
Learning Decoupled Representations for Human Pose Forecasting. ICCVW 2021: 2294-2303 - [c39]Lorenzo Bertoni, Sven Kreiss, Taylor Mordan
MonStereo: When Monocular and Stereo Meet at the Tail of 3D Human Localization. ICRA 2021: 5126-5132 - [c38]Yuejiang Liu, Parth Kothari, Bastien van Delft, Baptiste Bellot-Gurlet, Taylor Mordan, Alexandre Alahi:
TTT++: When Does Self-Supervised Test-Time Training Fail or Thrive? NeurIPS 2021: 21808-21820 - [i43]Sven Kreiss, Lorenzo Bertoni, Alexandre Alahi:
OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association. CoRR abs/2103.02440 (2021) - [i42]Mohammadhossein Bahari, Ismail Nejjar, Alexandre Alahi:
Injecting Knowledge in Data-driven Vehicle Trajectory Predictors. CoRR abs/2103.04854 (2021) - [i41]Parth Kothari, Brian Sifringer, Alexandre Alahi:
Interpretable Social Anchors for Human Trajectory Forecasting in Crowds. CoRR abs/2105.03136 (2021) - [i40]Saeed Saadatnejad, Mohammadhossein Bahari, Pedram Khorsandi, Mohammad Saneian, Seyed-Mohsen Moosavi-Dezfooli, Alexandre Alahi:
Are socially-aware trajectory prediction models really socially-aware? CoRR abs/2108.10879 (2021) - [i39]Xuanchi Ren, Tao Yang, Li Erran Li, Alexandre Alahi, Qifeng Chen:
Safety-aware Motion Prediction with Unseen Vehicles for Autonomous Driving. CoRR abs/2109.01510 (2021) - [i38]Duncan Zauss, Sven Kreiss, Alexandre Alahi:
Keypoint Communities. CoRR abs/2110.00988 (2021) - [i37]Mohammadhossein Bahari, Vahid Zehtab, Sadegh Khorasani, Sana Ayromlou, Saeed Saadatnejad, Alexandre Alahi:
SVG-Net: An SVG-based Trajectory Prediction Model. CoRR abs/2110.03706 (2021) - [i36]Parth Kothari, Christian Perone, Luca Bergamini, Alexandre Alahi, Peter Ondruska:
DriverGym: Democratising Reinforcement Learning for Autonomous Driving. CoRR abs/2111.06889 (2021) - [i35]Yuejiang Liu, Riccardo Cadei, Jonas Schweizer, Sherwin Bahmani, Alexandre Alahi:
Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective. CoRR abs/2111.14820 (2021) - [i34]Mohammad Reza Samsami, Mohammadhossein Bahari, Saber Salehkaleybar, Alexandre Alahi:
Causal Imitative Model for Autonomous Driving. CoRR abs/2112.03908 (2021) - [i33]Mohammadhossein Bahari, Saeed Saadatnejad, Ahmad Rahimi, Mohammad Shaverdikondori, Mohammad Shahidzadeh, Seyed-Mohsen Moosavi-Dezfooli, Alexandre Alahi:
Vehicle trajectory prediction works, but not everywhere. CoRR abs/2112.03909 (2021) - [i32]Younes Belkada, Lorenzo Bertoni, Romain Caristan, Taylor Mordan, Alexandre Alahi:
Do Pedestrians Pay Attention? Eye Contact Detection in the Wild. CoRR abs/2112.04212 (2021) - [i31]Saeed Saadatnejad, Siyuan Li, Taylor Mordan, Alexandre Alahi:
A Shared Representation for Photorealistic Driving Simulators. CoRR abs/2112.05134 (2021) - 2020
- [j7]Amit Singh
Automatic detection of hand hygiene using computer vision technology. J. Am. Medical Informatics Assoc. 27(8): 1316-1320 (2020) - [c37]Yuejiang Liu, Parth Kothari, Alexandre Alahi
Collaborative Sampling in Generative Adversarial Networks. AAAI 2020: 4948-4956 - [c36]Wenlong Deng, Lorenzo Bertoni, Sven Kreiss, Alexandre Alahi
Joint Human Pose Estimation and Stereo 3D Localization. ICRA 2020: 2324-2330 - [c35]Alexandre Carlier, Martin Danelljan, Alexandre Alahi, Radu Timofte:
DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation. NeurIPS 2020 - [p3]Pasquale Coscia
Linear Artificial Forces for Human Dynamics in Complex Contexts. Neural Approaches to Dynamics of Signal Exchanges 2020: 21-33 - [i30]Parth Kothari, Sven Kreiss, Alexandre Alahi:
Human Trajectory Forecasting in Crowds: A Deep Learning Perspective. CoRR abs/2007.03639 (2020) - [i29]Alexandre Carlier, Martin Danelljan, Alexandre Alahi, Radu Timofte:
DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation. CoRR abs/2007.11301 (2020) - [i28]Lorenzo Bertoni, Sven Kreiss, Taylor Mordan, Alexandre Alahi:
MonStereo: When Monocular and Stereo Meet at the Tail of 3D Human Localization. CoRR abs/2008.10913 (2020) - [i27]Lorenzo Bertoni, Sven Kreiss, Alexandre Alahi:
Perceiving Humans: from Monocular 3D Localization to Social Distancing. CoRR abs/2009.00984 (2020) - [i26]George Adaimi, Sven Kreiss, Alexandre Alahi:
Perceiving Traffic from Aerial Images. CoRR abs/2009.07611 (2020) - [i25]Smail Ait Bouhsain, Saeed Saadatnejad, Alexandre Alahi:
Pedestrian Intention Prediction: A Multi-task Perspective. CoRR abs/2010.10270 (2020) - [i24]Taylor Mordan, Matthieu Cord, Patrick Pérez, Alexandre Alahi:
Detecting 32 Pedestrian Attributes for Autonomous Vehicles. CoRR abs/2012.02647 (2020) - [i23]Yuejiang Liu, Qi Yan
Social NCE: Contrastive Learning of Socially-aware Motion Representations. CoRR abs/2012.11717 (2020)
2010 – 2019
- 2019
- [j6]Serena Yeung
A computer vision system for deep learning-based detection of patient mobilization activities in the ICU. npj Digit. Medicine 2 (2019) - [c34]Brigit Schroeder, Alexandre Alahi
Using a Priori Knowledge to Improve Scene Understanding. CVPR Workshops 2019: 487-489 - [c33]Sina Mokhtarzadeh Azar, Mina Ghadimi Atigh, Ahmad Nickabadi, Alexandre Alahi
Convolutional Relational Machine for Group Activity Recognition. CVPR 2019: 7892-7901 - [c32]Sven Kreiss, Lorenzo Bertoni, Alexandre Alahi
PifPaf: Composite Fields for Human Pose Estimation. CVPR 2019: 11977-11986 - [c31]Lorenzo Bertoni, Sven Kreiss, Alexandre Alahi
MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation. ICCV 2019: 6860-6870 - [c30]Changan Chen, Yuejiang Liu, Sven Kreiss, Alexandre Alahi
Crowd-Robot Interaction: Crowd-Aware Robot Navigation With Attention-Based Deep Reinforcement Learning. ICRA 2019: 6015-6022 - [i22]Yuejiang Liu, Parth Kothari, Alexandre Alahi:
Collaborative GAN Sampling. CoRR abs/1902.00813 (2019) - [i21]Sven Kreiss
PifPaf: Composite Fields for Human Pose Estimation. CoRR abs/1903.06593 (2019) - [i20]Sina Mokhtarzadeh Azar, Mina Ghadimi Atigh, Ahmad Nickabadi, Alexandre Alahi:
Convolutional Relational Machine for Group Activity Recognition. CoRR abs/1904.03308 (2019) - [i19]George Adaimi, Sven Kreiss
Rethinking Person Re-Identification with Confidence. CoRR abs/1906.04692 (2019) - [i18]Lorenzo Bertoni, Sven Kreiss
MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation. CoRR abs/1906.06059 (2019) - [i17]Brigit Schroeder, Hanlin Tang, Alexandre Alahi:
Using Image Priors to Improve Scene Understanding. CoRR abs/1910.01198 (2019) - 2018
- [j5]Pasquale Coscia
Long-term path prediction in urban scenarios using circular distributions. Image Vis. Comput. 69: 81-91 (2018) - [c29]Agrim Gupta, Justin Johnson, Li Fei-Fei, Silvio Savarese, Alexandre Alahi
Social GAN: Socially Acceptable Trajectories With Generative Adversarial Networks. CVPR 2018: 2255-2264 - [c28]Amir Sadeghian, Ferdinand Legros, Maxime Voisin, Ricky Vesel, Alexandre Alahi
CAR-Net: Clairvoyant Attentive Recurrent Network. ECCV (11) 2018: 162-180 - [i16]Agrim Gupta, Justin Johnson, Li Fei-Fei, Silvio Savarese, Alexandre Alahi:
Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks. CoRR abs/1803.10892 (2018) - [i15]Changan Chen, Yuejiang Liu, Sven Kreiss
Crowd-Robot Interaction: Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning. CoRR abs/1809.08835 (2018) - [i14]Brian Sifringer, Virginie Lurkin, Alexandre Alahi:
Let Me Not Lie: Learning MultiNomial Logit. CoRR abs/1812.09747 (2018) - 2017
- [c27]Timur M. Bagautdinov, Alexandre Alahi
Social Scene Understanding: End-to-End Multi-person Action Localization and Collective Activity Recognition. CVPR 2017: 3425-3434 - [c26]Katsuyuki Nakamura
Jointly Learning Energy Expenditures and Activities Using Egocentric Multimodal Signals. CVPR 2017: 6817-6826 - [c25]Zelun Luo
Unsupervised Learning of Long-Term Motion Dynamics for Videos. CVPR 2017: 7101-7110 - [c24]Amir Sadeghian, Alexandre Alahi
Tracking the Untrackable: Learning to Track Multiple Cues with Long-Term Dependencies. ICCV 2017: 300-311 - [c23]Agrim Gupta, Justin Johnson, Alexandre Alahi
Characterizing and Improving Stability in Neural Style Transfer. ICCV 2017: 4087-4096 - [c22]Alexandre Alahi
Unsupervised camera localization in crowded spaces. ICRA 2017: 2666-2673 - [c21]Albert Haque, Michelle Guo, Alexandre Alahi, Serena Yeung, Zelun Luo, Alisha Rege, Jeffrey Jopling, N. Lance Downing, William Beninati, Amit Singh, Terry Platchek, Arnold Milstein, Li Fei-Fei:
Towards Vision-Based Smart Hospitals: A System for Tracking and Monitoring Hand Hygiene Compliance. MLHC 2017: 75-87 - [p2]Alexandre Alahi
Tracking Millions of Humans in Crowded Spaces. Group and Crowd Behavior for Computer Vision 2017: 115-135 - [p1]Alexandre Alahi
Learning to Predict Human Behavior in Crowded Scenes. Group and Crowd Behavior for Computer Vision 2017: 183-207 - [i13]Zelun Luo, Boya Peng, De-An Huang, Alexandre Alahi, Li Fei-Fei:
Unsupervised Learning of Long-Term Motion Dynamics for Videos. CoRR abs/1701.01821 (2017) - [i12]Amir Sadeghian, Alexandre Alahi, Silvio Savarese:
Tracking The Untrackable: Learning To Track Multiple Cues with Long-Term Dependencies. CoRR abs/1701.01909 (2017) - [i11]Agrim Gupta, Justin Johnson, Alexandre Alahi, Li Fei-Fei:
Characterizing and Improving Stability in Neural Style Transfer. CoRR abs/1705.02092 (2017) - [i10]Albert Haque, Michelle Guo, Alexandre Alahi, Serena Yeung, Zelun Luo, Alisha Rege, Jeffrey Jopling, N. Lance Downing, William Beninati, Amit Singh, Terry Platchek, Arnold Milstein, Li Fei-Fei:
Towards Vision-Based Smart Hospitals: A System for Tracking and Monitoring Hand Hygiene Compliance. CoRR abs/1708.00163 (2017) - [i9]Amir Sadeghian, Ferdinand Legros, Maxime Voisin, Ricky Vesel, Alexandre Alahi, Silvio Savarese:
CAR-Net: Clairvoyant Attentive Recurrent Network. CoRR abs/1711.10061 (2017) - 2016
- [c20]Serena Yeung, Alexandre Alahi, Albert Haque, Boya Peng, Zelun Luo, Amit Singh, Terry Platchek, Arnold Milstein, Li Fei-Fei:
Vision-Based Hand Hygiene Monitoring in Hospitals. AMIA 2016 - [c19]Alexandre Alahi
Social LSTM: Human Trajectory Prediction in Crowded Spaces. CVPR 2016: 961-971 - [c18]Albert Haque
Recurrent Attention Models for Depth-Based Person Identification. CVPR 2016: 1229-1238 - [c17]Albert Haque
Towards Viewpoint Invariant 3D Human Pose Estimation. ECCV (1) 2016: 160-177 - [c16]Alexandre Robicquet, Amir Sadeghian, Alexandre Alahi
Learning Social Etiquette: Human Trajectory Understanding In Crowded Scenes. ECCV (8) 2016: 549-565 - [c15]Justin Johnson, Alexandre Alahi
Perceptual Losses for Real-Time Style Transfer and Super-Resolution. ECCV (2) 2016: 694-711 - [c14]Lamberto Ballan, Francesco Castaldo, Alexandre Alahi
Knowledge Transfer for Scene-Specific Motion Prediction. ECCV (1) 2016: 697-713 - [c13]Pasquale Coscia, Francesco Castaldo, Francesco A. N. Palmieri, Lamberto Ballan, Alexandre Alahi, Silvio Savarese:
Point-based path prediction from polar histograms. FUSION 2016: 1961-1967 - [d2]Albert Haque
ITOP Dataset. Zenodo, 2016 - [i8]Alexandre Robicquet, Alexandre Alahi, Amir Sadeghian, Bryan Anenberg, John Doherty, Eli Wu, Silvio Savarese:
Forecasting Social Navigation in Crowded Complex Scenes. CoRR abs/1601.00998 (2016) - [i7]Lamberto Ballan, Francesco Castaldo, Alexandre Alahi, Francesco Palmieri, Silvio Savarese:
Knowledge Transfer for Scene-specific Motion Prediction. CoRR abs/1603.06987 (2016) - [i6]Albert Haque, Boya Peng, Zelun Luo, Alexandre Alahi, Serena Yeung, Li Fei-Fei:
Viewpoint Invariant 3D Human Pose Estimation with Recurrent Error Feedback. CoRR abs/1603.07076 (2016) - [i5]Justin Johnson, Alexandre Alahi, Li Fei-Fei:
Perceptual Losses for Real-Time Style Transfer and Super-Resolution. CoRR abs/1603.08155 (2016) - [i4]Jason J. Corso, Alexandre Alahi, Kristen Grauman, Gregory D. Hager, Louis-Philippe Morency, Harpreet S. Sawhney, Yaser Sheikh:
Video Analysis for Body-worn Cameras in Law Enforcement. CoRR abs/1604.03130 (2016) - [i3]Albert Haque, Alexandre Alahi, Li Fei-Fei:
Recurrent Attention Models for Depth-Based Person Identification. CoRR abs/1611.07212 (2016) - [i2]Timur M. Bagautdinov, Alexandre Alahi, François Fleuret, Pascal Fua, Silvio Savarese:
Social Scene Understanding: End-to-End Multi-Person Action Localization and Collective Activity Recognition. CoRR abs/1611.09078 (2016) - 2015
- [c12]Alexandre Alahi
RGB-W: When Vision Meets Wireless. ICCV 2015: 3289-3297 - [c11]Yu Xiang, Alexandre Alahi
Learning to Track: Online Multi-object Tracking by Decision Making. ICCV 2015: 4705-4713 - [d1]Alexandre Alahi, Albert Haque
RGB-W Dataset. Zenodo, 2015 - 2014
- [j4]Mohammad Golbabaee, Alexandre Alahi
SCOOP: A Real-Time Sparsity Driven People Localization Algorithm. J. Math. Imaging Vis. 48(1): 160-175 (2014) - [j3]Emmanuel d'Angelo, Laurent Jacques
From Bits to Images: Inversion of Local Binary Descriptors. IEEE Trans. Pattern Anal. Mach. Intell. 36(5): 874-887 (2014) - [c10]Alexandre Alahi
Socially-Aware Large-Scale Crowd Forecasting. CVPR 2014: 2211-2218 - 2013
- [c9]Sangmin Oh, A. G. Amitha Perera, Ilseo Kim, Megha Pandey, Kevin J. Cannons, Hossein Hajimirsadeghi, Arash Vahdat, Greg Mori, Ben Miller, Scott McCloskey, You-Chi Cheng, Zhen Huang, Chin-Hui Lee, Chenliang Xu, Rohit Kumar, Wei Chen, Jason J. Corso, Li Fei-Fei, Daphne Koller, Vignesh Ramanathan, Kevin Tang, Armand Joulin, Alexandre Alahi:
TRECVID 2013 GENIE: Multimedia Event Detection and Recounting. TRECVID 2013 - 2012
- [c8]Alexandre Alahi
FREAK: Fast Retina Keypoint. CVPR 2012: 510-517 - [c7]Alexandre Alahi
Foreground silhouette extraction robust to sudden changes of background appearance. ICIP 2012: 1229-1232 - [c6]Emmanuel d'Angelo, Alexandre Alahi, Pierre Vandergheynst:
Beyond bits: Reconstructing images from Local Binary Descriptors. ICPR 2012: 935-938 - [i1]Emmanuel d'Angelo, Laurent Jacques, Alexandre Alahi, Pierre Vandergheynst:
From Bits to Images: Inversion of Local Binary Descriptors. CoRR abs/1211.1265 (2012) - 2011
- [b1]Alexandre Alahi:
Vision-Based Scene Understanding with Sparsity Promoting Priors. EPFL, Switzerland, 2011 - [j2]Alexandre Alahi
Sparsity Driven People Localization with a Heterogeneous Network of Cameras. J. Math. Imaging Vis. 41(1-2): 39-58 (2011) - 2010
- [j1]Alexandre Alahi
Cascade of descriptors to detect and track objects across any network of cameras. Comput. Vis. Image Underst. 114(6): 624-640 (2010) - [c5]Daniel Domingues, Alexandre Alahi
Stream carving: An adaptive seam carving algorithm. ICIP 2010: 901-904
2000 – 2009
- 2009
- [c4]Alexandre Alahi, Yannick Boursier, Laurent Jacques
Sport players detection and tracking with a mixed network of planar and omnidirectional cameras. ICDSC 2009: 1-8 - [c3]Alexandre Alahi
A sparsity constrained inverse problem to locate people in a network of cameras. DPS 2009: 1-7 - 2008
- [c2]Alexandre Alahi
A master-slave approach for object detection and matching with fixed and mobile cameras. ICIP 2008: 1712-1715 - [c1]Alexandre Alahi
Object detection and matching in a mixed network of fixed and mobile cameras. AREA 2008: 9-16
Coauthor Index
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