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Anh Totti Nguyen
Anh Nguyen 0002
Person information
- affiliation: Auburn University, Auburn, AL, USA
Other persons with the same name
- Anh Nguyen — disambiguation page
- Anh Nguyen 0001 (aka: Anh T. L. Nguyen) — University of Colorado Boulder, Mobile and Networked Systems Lab, CO, USA (and 1 more)
- Anh Nguyen 0003
— University of Liverpool, Department of Computer Science, UK
- Anh Nguyen 0004
- Anh Nguyen 0005
- Anh Nguyen 0006
- Anh Nguyen 0007 — NASA Ames Research Center, Mofett Field, CA, USA
- Anh Nguyen 0008 — University of Washington, Seattle, WA, USA
- Anh Nguyen 0009 — SaolaSoft Inc., Denver, CO, USA (and 1 more)
- Anh Nguyen 0010 — University of New South Wales, School of Computer Science and Engineering, Sydney, NSW, Australia
- Anh Nguyen 0011
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Journal Articles
- 2025
- [j7]Giang Nguyen, Ivan Brugere, Shubham Sharma, Sanjay Kariyappa, Anh Totti Nguyen, Freddy Lécué:
Interpretable LLM-based Table Question Answering. Trans. Mach. Learn. Res. 2025 (2025) - 2024
- [j6]Le Tuan Linh, Bui My Hanh
Transfer learning for deep neural networks-based classification of breast cancer X-ray images. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 12(1) (2024) - [j5]Giang (Dexter) Nguyen, Valerie Chen, Mohammad Reza Taesiri, Anh Totti Nguyen:
PCNN: Probable-Class Nearest-Neighbor Explanations Improve Fine-Grained Image Classification Accuracy for AIs and Humans. Trans. Mach. Learn. Res. 2024 (2024) - 2022
- [j4]Bui My Hanh
Convolutional Neural Networks Improve Radiologists' Performance in Breast Cancer Screening for Vietnamese patients. Appl. Artif. Intell. 36(1) (2022) - 2020
- [j3]Joel Lehman, Jeff Clune, Dusan Misevic
The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities. Artif. Life 26(2): 274-306 (2020) - 2018
- [j2]Mohammad Sadegh Norouzzadeh, Anh Nguyen, Margaret Kosmala, Alexandra Swanson, Meredith S. Palmer, Craig Packer, Jeff Clune:
Automatically identifying, counting, and describing wild animals in camera-trap images with deep learning. Proc. Natl. Acad. Sci. USA 115(25): E5716-E5725 (2018) - 2016
- [j1]Anh Nguyen, Jason Yosinski, Jeff Clune:
Understanding Innovation Engines: Automated Creativity and Improved Stochastic Optimization via Deep Learning. Evol. Comput. 24(3): 545-572 (2016)
Conference and Workshop Papers
- 2026
- [c32]Runtao Zhou
Improving Human Verification of LLM Reasoning through Interactive Explanation Interfaces. IUI 2026: 456-473 - 2025
- [c31]An Vo, Mohammad Reza Taesiri, Daeyoung Kim, Anh Totti Nguyen:
B-score: Detecting biases in large language models using response history. ICML 2025 - [c30]Hung Huy Nguyen, Pooyan Rahmanzadehgervi, Long Mai, Anh Totti Nguyen:
Improving Zero-Shot Object-Level Change Detection by Incorporating Visual Correspondence. WACV 2025: 8826-8833 - 2024
- [c29]Pooyan Rahmanzadehgervi, Logan Bolton, Mohammad Reza Taesiri, Anh Totti Nguyen:
Vision Language Models are blind 🕶. ACCV (5) 2024: 293-309 - [c28]Mohammad Reza Taesiri, Tianjun Feng, Cor-Paul Bezemer, Anh Nguyen:
GlitchBench: Can Large Multimodal Models Detect Video Game Glitches? CVPR 2024: 22444-22455 - [c27]Thang Pham, Peijie Chen, Tin Nguyen, Seunghyun Yoon, Trung Bui, Anh Nguyen:
PEEB: Part-based Image Classifiers with an Explainable and Editable Language Bottleneck. NAACL-HLT (Findings) 2024: 2018-2053 - [c26]Hai Phan, Cindy X. Le, Vu Le, Yihui He, Anh Totti Nguyen:
Fast and Interpretable Face Identification for Out-Of-Distribution Data Using Vision Transformers. WACV 2024: 6289-6299 - [c25]Giang Nguyen, Mohammad Reza Taesiri, Sunnie S. Y. Kim, Anh Totti Nguyen:
Allowing Humans to Interactively Guide Machines Where to Look Does Not Always Improve Human-AI Team's Classification Accuracy. XAI4CV 2024: 8169-8175 - 2023
- [c24]Nguyen Hoang Phuong, Ha Manh Toan, Dao Van Tu, Nguyen Khac-Dung
Convolutional Neural Networks Based Classification of Mammograms. ACR 2023: 30-43 - [c23]Thang M. Pham, Seunghyun Yoon, Trung Bui, Anh Nguyen:
PiC: A Phrase-in-Context Dataset for Phrase Understanding and Semantic Search. EACL 2023: 1-26 - [c22]Cong Dao Tran, Nhut Huy Pham, Anh Nguyen, Truong Son Hy
ViDeBERTa: A powerful pre-trained language model for Vietnamese. EACL (Findings) 2023: 1041-1048 - [c21]Mohammad Reza Taesiri, Giang Nguyen, Sarra Habchi, Cor-Paul Bezemer, Anh Nguyen:
ImageNet-Hard: The Hardest Images Remaining from a Study of the Power of Zoom and Spatial Biases in Image Classification. NeurIPS 2023 - 2022
- [c20]Renan A. Rojas-Gomez, Raymond A. Yeh, Minh N. Do, Anh Nguyen:
Inverting Adversarially Robust Networks for Image Synthesis. ACCV (6) 2022: 389-407 - [c19]Peijie Chen, Qi Li, Saad Biaz, Trung Bui, Anh Nguyen:
gScoreCAM: What Objects Is CLIP Looking At? ACCV (4) 2022: 588-604 - [c18]Hai Phan, Anh Nguyen:
DeepFace-EMD: Re-ranking Using Patch-wise Earth Mover's Distance Improves Out-Of-Distribution Face Identification. CVPR 2022: 20227-20237 - [c17]Thang M. Pham, Trung Bui, Long Mai, Anh Nguyen:
Double Trouble: How to not Explain a Text Classifier's Decisions Using Counterfactuals Synthesized by Masked Language Models? AACL/IJCNLP (1) 2022: 12-31 - [c16]Mohammad Reza Taesiri, Giang Nguyen, Anh Nguyen:
Visual correspondence-based explanations improve AI robustness and human-AI team accuracy. NeurIPS 2022 - 2021
- [c15]Thang M. Pham, Trung Bui, Long Mai, Anh Nguyen:
Out of Order: How important is the sequential order of words in a sentence in Natural Language Understanding tasks? ACL/IJCNLP (Findings) 2021: 1145-1160 - [c14]Giang Nguyen, Daeyoung Kim, Anh Nguyen:
The effectiveness of feature attribution methods and its correlation with automatic evaluation scores. NeurIPS 2021: 26422-26436 - 2020
- [c13]Chirag Agarwal, Anh Nguyen:
Explaining Image Classifiers by Removing Input Features Using Generative Models. ACCV (6) 2020: 101-118 - [c12]Qi Li, Long Mai, Michael A. Alcorn, Anh Nguyen:
A Cost-Effective Method for Improving and Re-purposing Large, Pre-trained GANs by Fine-Tuning Their Class-Embeddings. ACCV (4) 2020: 526-541 - [c11]Naman Bansal, Chirag Agarwal, Anh Nguyen:
SAM: The Sensitivity of Attribution Methods to Hyperparameters. CVPR Workshops 2020: 11-21 - [c10]Naman Bansal, Chirag Agarwal, Anh Nguyen:
SAM: The Sensitivity of Attribution Methods to Hyperparameters. CVPR 2020: 8670-8680 - 2019
- [c9]Ella Gale, Ryan Blything, Nicholas Martin, Jeffrey S. Bowers, Anh Nguyen:
Selectivity metrics provide misleading estimates of the selectivity of single units in neural networks. CogSci 2019: 1808-1814 - [c8]Michael A. Alcorn, Qi Li, Zhitao Gong, Chengfei Wang
Strike (With) a Pose: Neural Networks Are Easily Fooled by Strange Poses of Familiar Objects. CVPR 2019: 4845-4854 - [c7]Chirag Agarwal, Anh Nguyen, Dan Schonfeld:
Improving Robustness to Adversarial Examples by Encouraging Discriminative Features. ICIP 2019: 3801-3505 - [c6]Nguyen Hoang Phuong, Anh Nguyen, Truong Hong Thuy:
An Approach to Pulse Symbols Based Fuzzy Reasoning in Diagnosis of Traditional Vietnamese Medicine Including the Importance of Symptoms. IFSA/NAFIPS 2019: 406-416 - 2018
- [c5]Nguyen Hoang Phuong, Anh Nguyen, Truong Thi Hong Thuy:
A Fuzzy Model of Diagnosis and Treatment by Acupuncture Based on Pulse Symbols by Triple Cun - Guan - Chi of Traditional Oriental Medicine. FUZZ-IEEE 2018: 1-8 - 2017
- [c4]Anh Nguyen, Jeff Clune, Yoshua Bengio, Alexey Dosovitskiy, Jason Yosinski:
Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space. CVPR 2017: 3510-3520 - 2015
- [c3]Anh Nguyen, Amy Banic:
3DTouch: A wearable 3D input device for 3D applications. VR 2015: 55-61 - [c2]Anh Nguyen, Amy Banic
3DTouch: A wearable 3D input device for 3D applications. VR 2015: 373 - 2013
- [c1]Anh Nguyen, Tommaso Urli, Markus Wagner
Single- and multi-objective genetic programming: new bounds for weighted order and majority. FOGA 2013: 161-172
Parts in Books or Collections
- 2019
- [p1]Anh Nguyen, Jason Yosinski, Jeff Clune:
Understanding Neural Networks via Feature Visualization: A Survey. Explainable AI 2019: 55-76
Informal and Other Publications
- 2026
- [i51]Trong-Thang Pham, Loc Nguyen, Anh Totti Nguyen, Hien Nguyen, Ngan Le:
MedSteer: Counterfactual Endoscopic Synthesis via Training-Free Activation Steering. CoRR abs/2603.07066 (2026) - 2025
- [i50]Hung Huy Nguyen, Pooyan Rahmanzadehgervi, Long Mai, Anh Totti Nguyen:
Improving Zero-Shot Object-Level Change Detection by Incorporating Visual Correspondence. CoRR abs/2501.05555 (2025) - [i49]Jonathan Roberts, Mohammad Reza Taesiri, Ansh Sharma, Akash Gupta, Samuel Roberts, Ioana Croitoru, Simion-Vlad Bogolin, Jialu Tang, Florian Langer, Vyas Raina, Vatsal Raina, Hanyi Xiong, Vishaal Udandarao, Jingyi Lu, Shiyang Chen, Sam Purkis, Tianshuo Yan, Wenye Lin, Gyungin Shin, Qiaochu Yang, Anh Totti Nguyen, Kai Han, Samuel Albanie:
ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models. CoRR abs/2502.09696 (2025) - [i48]Tin Nguyen, Logan Bolton, Mohammad Reza Taesiri, Anh Totti Nguyen:
HoT: Highlighted Chain of Thought for Referencing Supporting Facts from Inputs. CoRR abs/2503.02003 (2025) - [i47]Mohammad Reza Taesiri, Brandon Collins, Logan Bolton, Viet Dac Lai, Franck Dernoncourt, Trung Bui, Anh Totti Nguyen:
Understanding Generative AI Capabilities in Everyday Image Editing Tasks. CoRR abs/2505.16181 (2025) - [i46]An Vo, Mohammad Reza Taesiri, Daeyoung Kim, Anh Totti Nguyen:
B-score: Detecting biases in large language models using response history. CoRR abs/2505.18545 (2025) - [i45]An Vo, Khai-Nguyen Nguyen, Mohammad Reza Taesiri, Vy Tuong Dang, Anh Totti Nguyen, Daeyoung Kim:
Vision Language Models are Biased. CoRR abs/2505.23941 (2025) - [i44]Mohamed Elmoghany, Ryan A. Rossi, Seunghyun Yoon, Subhojyoti Mukherjee, Eslam Mohamed Bakr, Puneet Mathur, Gang Wu, Viet Dac Lai, Nedim Lipka, Ruiyi Zhang, Varun Manjunatha, Chien Van Nguyen, Daksh Dangi, Abel Salinas, Mohammad Reza Taesiri, Hongjie Chen, Xiaolei Huang, Joe Barrow, Nesreen K. Ahmed, Hoda Eldardiry, Namyong Park, Yu Wang, Jaemin Cho, Anh Totti Nguyen, Zhengzhong Tu, Thien Huu Nguyen, Dinesh Manocha, Mohamed Elhoseiny, Franck Dernoncourt:
A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality. CoRR abs/2507.07202 (2025) - [i43]Trong-Thang Pham, Akash Awasthi
CT-ScanGaze: A Dataset and Baselines for 3D Volumetric Scanpath Modeling. CoRR abs/2507.12591 (2025) - [i42]Khai Le-Duc, Duy M. H. Nguyen, Phuong T. H. Trinh, Tien-Phat Nguyen, Nghiem Tuong Diep, An Ngo, Tung Vu, Trinh Vuong, Anh-Tien Nguyen, Mau Nguyen, Van Trung Hoang, Khai-Nguyen Nguyen, Hy Nguyen, Chris Ngo, Anji Liu, Nhat Ho, Anne-Christin Hauschild, Khanh Xuan Nguyen, Thanh Nguyen-Tang, Pengtao Xie, Daniel Sonntag, James Zou, Mathias Niepert, Anh Totti Nguyen:
S-Chain: Structured Visual Chain-of-Thought For Medicine. CoRR abs/2510.22728 (2025) - [i41]Runtao Zhou, Giang Nguyen, Nikita Kharya, Anh Totti Nguyen, Chirag Agarwal:
Improving Human Verification of LLM Reasoning through Interactive Explanation Interfaces. CoRR abs/2510.22922 (2025) - 2024
- [i40]Thang M. Pham, Peijie Chen, Tin Nguyen, Seunghyun Yoon, Trung Bui, Anh Nguyen:
PEEB: Part-based Image Classifiers with an Explainable and Editable Language Bottleneck. CoRR abs/2403.05297 (2024) - [i39]Giang Nguyen, Mohammad Reza Taesiri, Sunnie S. Y. Kim, Anh Nguyen:
Allowing humans to interactively guide machines where to look does not always improve human-AI team's classification accuracy. CoRR abs/2404.05238 (2024) - [i38]Pooyan Rahmanzadehgervi, Logan Bolton, Mohammad Reza Taesiri, Anh Totti Nguyen:
Vision language models are blind. CoRR abs/2407.06581 (2024) - [i37]Khai Le-Duc, Ryan Zhang
LiteGPT: Large Vision-Language Model for Joint Chest X-ray Localization and Classification Task. CoRR abs/2407.12064 (2024) - [i36]Khai Le-Duc, Khai-Nguyen Nguyen, Bach Phan Tat, Duy Le, Jerry Ngo, Long Vo-Dang, Anh Totti Nguyen, Truong-Son Hy
Sentiment Reasoning for Healthcare. CoRR abs/2407.21054 (2024) - [i35]Giang Nguyen, Ivan Brugere, Shubham Sharma, Sanjay Kariyappa, Anh Totti Nguyen, Freddy Lécué:
Interpretable LLM-based Table Question Answering. CoRR abs/2412.12386 (2024) - [i34]Pooyan Rahmanzadehgervi, Hung Huy Nguyen, Rosanne Liu, Long Mai, Anh Totti Nguyen:
TAB: Transformer Attention Bottlenecks enable User Intervention and Debugging in Vision-Language Models. CoRR abs/2412.18675 (2024) - 2023
- [i33]Cong Dao Tran, Nhut Huy Pham, Anh Nguyen, Truong Son Hy
ViDeBERTa: A powerful pre-trained language model for Vietnamese. CoRR abs/2301.10439 (2023) - [i32]Mohammad Reza Taesiri, Giang Nguyen, Sarra Habchi, Cor-Paul Bezemer, Anh Nguyen:
Zoom is what you need: An empirical study of the power of zoom and spatial biases in image classification. CoRR abs/2304.05538 (2023) - [i31]Giang (Dexter) Nguyen, Valerie Chen, Mohammad Reza Taesiri, Anh Totti Nguyen:
PCNN: Probable-Class Nearest-Neighbor Explanations Improve Fine-Grained Image Classification Accuracy for AIs and Humans. CoRR abs/2308.13651 (2023) - [i30]Hai Phan, Cindy X. Le, Vu Le, Yihui He, Anh Totti Nguyen:
Fast and Interpretable Face Identification for Out-Of-Distribution Data Using Vision Transformers. CoRR abs/2311.02803 (2023) - [i29]Mohammad Reza Taesiri, Tianjun Feng, Cor-Paul Bezemer, Anh Nguyen:
GlitchBench: Can large multimodal models detect video game glitches? CoRR abs/2312.05291 (2023) - [i28]Tin Nguyen, Anh Nguyen:
Leveraging Habitat Information for Fine-grained Bird Identification. CoRR abs/2312.14999 (2023) - 2022
- [i27]Mehdi Nourelahi, Lars Kotthoff, Peijie Chen, Anh Nguyen:
How explainable are adversarially-robust CNNs? CoRR abs/2205.13042 (2022) - [i26]Thang M. Pham, Seunghyun Yoon, Trung Bui, Anh Nguyen:
PiC: A Phrase-in-Context Dataset for Phrase Understanding and Semantic Search. CoRR abs/2207.09068 (2022) - [i25]Giang Nguyen, Mohammad Reza Taesiri, Anh Nguyen:
Visual correspondence-based explanations improve AI robustness and human-AI team accuracy. CoRR abs/2208.00780 (2022) - 2021
- [i24]Michael A. Alcorn, Anh Nguyen:
baller2vec: A Multi-Entity Transformer For Multi-Agent Spatiotemporal Modeling. CoRR abs/2102.03291 (2021) - [i23]Michael A. Alcorn, Anh Nguyen:
baller2vec++: A Look-Ahead Multi-Entity Transformer For Modeling Coordinated Agents. CoRR abs/2104.11980 (2021) - [i22]Giang Nguyen, Daeyoung Kim, Anh Nguyen:
The effectiveness of feature attribution methods and its correlation with automatic evaluation scores. CoRR abs/2105.14944 (2021) - [i21]Renan A. Rojas-Gomez, Raymond A. Yeh, Minh N. Do, Anh Nguyen:
Inverting Adversarially Robust Networks for Image Synthesis. CoRR abs/2106.06927 (2021) - [i20]Michael A. Alcorn, Anh Nguyen:
The DEformer: An Order-Agnostic Distribution Estimating Transformer. CoRR abs/2106.06989 (2021) - [i19]Thang M. Pham, Trung Bui, Long Mai, Anh Nguyen:
Double Trouble: How to not explain a text classifier's decisions using counterfactuals synthesized by masked language models? CoRR abs/2110.11929 (2021) - [i18]Hai Phan, Anh Nguyen:
DeepFace-EMD: Re-ranking Using Patch-wise Earth Mover's Distance Improves Out-Of-Distribution Face Identification. CoRR abs/2112.04016 (2021) - 2020
- [i17]Naman Bansal, Chirag Agarwal, Anh Nguyen:
SAM: The Sensitivity of Attribution Methods to Hyperparameters. CoRR abs/2003.08754 (2020) - [i16]Chirag Agarwal, Peijie Chen, Anh Nguyen:
Intriguing generalization and simplicity of adversarially trained neural networks. CoRR abs/2006.09373 (2020) - [i15]Ella M. Gale, Nicholas Martin, Ryan Blything, Anh Nguyen, Jeffrey S. Bowers:
Are there any 'object detectors' in the hidden layers of CNNs trained to identify objects or scenes? CoRR abs/2007.01062 (2020) - [i14]Thang M. Pham, Trung Bui, Long Mai, Anh Nguyen:
Out of Order: How important is the sequential order of words in a sentence in Natural Language Understanding tasks? CoRR abs/2012.15180 (2020) - 2019
- [i13]Anh Nguyen, Jason Yosinski, Jeff Clune:
Understanding Neural Networks via Feature Visualization: A survey. CoRR abs/1904.08939 (2019) - [i12]Chirag Agarwal, Dan Schonfeld, Anh Nguyen:
Removing input features via a generative model to explain their attributions to classifier's decisions. CoRR abs/1910.04256 (2019) - [i11]Qi Li, Long Mai, Anh Nguyen:
Improving sample diversity of a pre-trained, class-conditional GAN by changing its class embeddings. CoRR abs/1910.04760 (2019) - 2018
- [i10]Joel Lehman, Jeff Clune, Dusan Misevic, Christoph Adami, Lee Altenberg, Julie Beaulieu, Peter J. Bentley, Samuel Bernard, Guillaume Beslon
The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities. CoRR abs/1803.03453 (2018) - [i9]Vishaal Munusamy Kabilan, Brandon Morris, Anh Nguyen:
VectorDefense: Vectorization as a Defense to Adversarial Examples. CoRR abs/1804.08529 (2018) - [i8]Chirag Agarwal, Anh Nguyen, Dan Schonfeld:
Improving Adversarial Robustness by Encouraging Discriminative Features. CoRR abs/1811.00621 (2018) - [i7]Michael A. Alcorn, Qi Li, Zhitao Gong, Chengfei Wang, Long Mai, Wei-Shinn Ku, Anh Nguyen:
Strike (with) a Pose: Neural Networks Are Easily Fooled by Strange Poses of Familiar Objects. CoRR abs/1811.11553 (2018) - 2017
- [i6]Mohammad Sadegh Norouzzadeh, Anh Nguyen, Margaret Kosmala, Ali Swanson, Craig Packer, Jeff Clune:
Automatically identifying wild animals in camera trap images with deep learning. CoRR abs/1703.05830 (2017) - [i5]Anh Nguyen:
3DTouch: Towards a Wearable 3D Input Device for 3D Applications. CoRR abs/1706.00176 (2017) - [i4]Nader Akoury, Anh Nguyen:
Spatial PixelCNN: Generating Images from Patches. CoRR abs/1712.00714 (2017) - 2016
- [i3]Anh Nguyen, Jason Yosinski, Yoshua Bengio, Alexey Dosovitskiy, Jeff Clune:
Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space. CoRR abs/1612.00005 (2016) - 2014
- [i2]Anh Nguyen, Amy Banic:
Low-cost Augmented Reality prototype for controlling network devices. CoRR abs/1406.3117 (2014) - [i1]Anh Nguyen, Amy Banic:
3DTouch: A wearable 3D input device with an optical sensor and a 9-DOF inertial measurement unit. CoRR abs/1406.5581 (2014)
Coauthor Index
Giang Nguyen 0004
aka: Giang (Dexter) Nguyen
aka: Giang (Dexter) Nguyen
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