Roy-Chowdhury, Amit

19 publications

ICML 2025 A Certified Unlearning Approach Without Access to Source Data Umit Yigit Basaran, Sk Miraj Ahmed, Amit Roy-Chowdhury, Basak Guler

CVPR 2025 AdMiT: Adaptive Multi-Source Tuning in Dynamic Environments Xiangyu Chang, Fahim Faisal Niloy, Sk Miraj Ahmed, Srikanth V. Krishnamurthy, Basak Guler, Ananthram Swami, Samet Oymak, Amit Roy-Chowdhury

ICML 2025 Layer-Wise Alignment: Examining Safety Alignment Across Image Encoder Layers in Vision Language Models Saketh Bachu, Erfan Shayegani, Rohit Lal, Trishna Chakraborty, Arindam Dutta, Chengyu Song, Yue Dong, Nael B. Abu-Ghazaleh, Amit Roy-Chowdhury

AISTATS 2025 Provable Benefits of Task-Specific Prompts for In-Context Learning Xiangyu Chang, Yingcong Li, Muti Kara, Samet Oymak, Amit Roy-Chowdhury

CVPRW 2025 Repurposing SAM for User-Defined Semantics Aware Segmentation Rohit Kundu, Sudipta Paul, Arindam Dutta, Amit Roy-Chowdhury

TMLR 2025 Robust Offline Imitation Learning from Diverse Auxiliary Data Udita Ghosh, Dripta S. Raychaudhuri, Jiachen Li, Konstantinos Karydis, Amit Roy-Chowdhury

WACV 2025 STRIDE: Single-Video Based Temporally Continuous Occlusion-Robust 3D Pose Estimation Rohit Lal, Saketh Bachu, Yash Garg, Arindam Dutta, Calvin-Khang Ta, Hannah Dela Cruz, Dripta S. Raychaudhuri, M. Salman Asif, Amit Roy-Chowdhury

CoRL 2025 Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Jianpeng Yao, Xiaopan Zhang, Yu Xia, Zejin Wang, Amit Roy-Chowdhury, Jiachen Li

ICCV 2025 VOccl3D: A Video Benchmark Dataset for 3D Human Pose and Shape Estimation Under Real Occlusions Yash Garg, Saketh Bachu, Arindam Dutta, Rohit Lal, Sarosij Bose, Calvin-Khang Ta, M. Salman Asif, Amit Roy-Chowdhury

NeurIPS 2025 When and How Unlabeled Data Provably Improve In-Context Learning Yingcong Li, Xiangyu Chang, Muti Kara, Xiaofeng Liu, Amit Roy-Chowdhury, Samet Oymak

NeurIPS 2025 iFinder: Structured Zero-Shot Vision-Based LLM Grounding for Dash-Cam Video Reasoning Manyi Yao, Bingbing Zhuang, Sparsh Garg, Amit Roy-Chowdhury, Christian R. Shelton, Manmohan Chandraker, Abhishek Aich

NeurIPS 2024 Selective Attention: Enhancing Transformer Through Principled Context Control Xuechen Zhang, Xiangyu Chang, Mingchen Li, Amit Roy-Chowdhury, Jiasi Chen, Samet Oymak

NeurIPSW 2023 Augmenting Federated Learning with Pretrained Transformers Xuechen Zhang, Mingchen Li, Xiangyu Chang, Jiasi Chen, Amit Roy-Chowdhury, Ananda Suresh, Samet Oymak

NeurIPS 2022 AVLEN: Audio-Visual-Language Embodied Navigation in 3D Environments Sudipta Paul, Amit Roy-Chowdhury, Anoop Cherian

NeurIPS 2022 Blackbox Attacks via Surrogate Ensemble Search Zikui Cai, Chengyu Song, Srikanth Krishnamurthy, Amit Roy-Chowdhury, Salman Asif

NeurIPS 2022 GAMA: Generative Adversarial Multi-Object Scene Attacks Abhishek Aich, Calvin-Khang Ta, Akash Gupta, Chengyu Song, Srikanth Krishnamurthy, Salman Asif, Amit Roy-Chowdhury

NeurIPS 2021 Adversarial Attacks on Black Box Video Classifiers: Leveraging the Power of Geometric Transformations Shasha Li, Abhishek Aich, Shitong Zhu, Salman Asif, Chengyu Song, Amit Roy-Chowdhury, Srikanth Krishnamurthy

ECCV 2020 Connecting the Dots: Detecting Adversarial Perturbations Using Context Inconsistency Shasha Li, Shitong Zhu, Sudipta Paul, Amit Roy-Chowdhury, Chengyu Song, Srikanth Krishnamurthy, Ananthram Swami, Kevin S Chan

NeurIPS 2019 Learning from Trajectories via Subgoal Discovery Sujoy Paul, Jeroen Vanbaar, Amit Roy-Chowdhury