Adeli, Ehsan

44 publications

MIDL 2026 A Tool Bottleneck Framework for Clinically-Informed and Interpretable Medical Image Understanding Christina Liu, Alan Q. Wang, Joy Hsu, Jiajun Wu, Ehsan Adeli

ICLR 2026 GenFusion: Feed-Forward Human Performance Capture via Progressive Canonical Space Updates YoungJoong Kwon, Yao He, Hee Jung Choi, Chen Geng, Zhengmao Liu, Jiajun Wu, Ehsan Adeli

ICLR 2026 Neuro-Symbolic Decoding of Neural Activity Yanchen Wang, Joy Hsu, Ehsan Adeli, Jiajun Wu

CVPRW 2025 AdaVid: Adaptive Video-Language Pretraining Chaitanya Patel, Juan Carlos Niebles, Ehsan Adeli

CVPRW 2025 An Interactive Agent Foundation Model Zane Durante, Ran Gong, Bidipta Sarkar, Naoki Wake, Rohan Taori, Paul Tang, Shrinidhi Kowshika Lakshmikanth, Kevin A. Schulman, Arnold Milstein, Hoi Vo, Ehsan Adeli, Demetri Terzopoulos, Li Fei-Fei, Jianfeng Gao

ICML 2025 Confounder-Free Continual Learning via Recursive Feature Normalization Yash Shah, Camila Gonzalez, Mohammad H. Abbasi, Qingyu Zhao, Kilian M. Pohl, Ehsan Adeli

NeurIPS 2025 Discovering Latent Graphs with GFlowNets for Diverse Conditional Image Generation Bailey Trang, Parham Saremi, Alan Q. Wang, Fangrui Huang, Zahra TehraniNasab, Amar Kumar, Tal Arbel, Li Fei-Fei, Ehsan Adeli

ICCV 2025 LOMM: Latest Object Memory Management for Temporally Consistent Video Instance Segmentation Seunghun Lee, Jiwan Seo, Minwoo Choi, Kiljoon Han, Jahoon Jeong, Zane Durante, Ehsan Adeli, Sang Hyun Park, Sunghoon Im

CVPR 2025 Latent Drifting in Diffusion Models for Counterfactual Medical Image Synthesis Yousef Yeganeh, Azade Farshad, Ioannis Charisiadis, Marta Hasny, Martin Hartenberger, Björn Ommer, Nassir Navab, Ehsan Adeli

CVPR 2025 Re-Thinking Temporal Search for Long-Form Video Understanding Jinhui Ye, Zihan Wang, Haosen Sun, Keshigeyan Chandrasegaran, Zane Durante, Cristobal Eyzaguirre, Yonatan Bisk, Juan Carlos Niebles, Ehsan Adeli, Li Fei-Fei, Jiajun Wu, Manling Li

ICCV 2025 Repurposing 2D Diffusion Models with Gaussian Atlas for 3D Generation Tiange Xiang, Kai Li, Chengjiang Long, Christian Häne, Peihong Guo, Scott Delp, Ehsan Adeli, Li Fei-Fei

CVPR 2025 The Language of Motion: Unifying Verbal and Non-Verbal Language of 3D Human Motion Changan Chen, Juze Zhang, Shrinidhi K. Lakshmikanth, Yusu Fang, Ruizhi Shao, Gordon Wetzstein, Li Fei-Fei, Ehsan Adeli

ICCV 2025 UniEgoMotion: A Unified Model for Egocentric Motion Reconstruction, Forecasting, and Generation Chaitanya Patel, Hiroki Nakamura, Yuta Kyuragi, Kazuki Kozuka, Juan Carlos Niebles, Ehsan Adeli

CVPRW 2024 Enforcing Conditional Independence for Fair Representation Learning and Causal Image Generation Jensen Hwa, Qingyu Zhao, Aditya Lahiri, Adnan Masood, Babak Salimi, Ehsan Adeli

AAAI 2024 Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection Soopil Kim, Sion An, Philip Chikontwe, Myeongkyun Kang, Ehsan Adeli, Kilian M. Pohl, Sanghyun Park

CVPR 2024 H-ViT: A Hierarchical Vision Transformer for Deformable Image Registration Morteza Ghahremani, Mohammad Khateri, Bailiang Jian, Benedikt Wiestler, Ehsan Adeli, Christian Wachinger

NeurIPS 2024 OccFusion: Rendering Occluded Humans with Generative Diffusion Priors Adam Sun, Tiange Xiang, Scott Delp, Li Fei-Fei, Ehsan Adeli

ECCVW 2024 PRISM: Progressive Restoration for Scene Graph-Based Image Manipulation Pavel Jahoda, Yousef Yeganeh, Ehsan Adeli, Nassir Navab, Azade Farshad

CVPR 2024 Towards Robust 3D Pose Transfer with Adversarial Learning Haoyu Chen, Hao Tang, Ehsan Adeli, Guoying Zhao

ICCV 2023 Rendering Humans from Object-Occluded Monocular Videos Tiange Xiang, Adam Sun, Jiajun Wu, Ehsan Adeli, Li Fei-Fei

ICCVW 2023 Transformers Pay Attention to Convolutions Leveraging Emerging Properties of ViTs by Dual Attention-Image Network Yousef Yeganeh, Azade Farshad, Peter Weinberger, Seyed-Ahmad Ahmadi, Ehsan Adeli, Nassir Navab

ECCVW 2022 Identifying Auxiliary or Adversarial Tasks Using Necessary Condition Analysis for Adversarial Multi-Task Video Understanding Stephen Su, Samuel Kwong, Qingyu Zhao, De-An Huang, Juan Carlos Niebles, Ehsan Adeli

NeurIPS 2022 MOMA-LRG: Language-Refined Graphs for Multi-Object Multi-Actor Activity Parsing Zelun Luo, Zane Durante, Linden Li, Wanze Xie, Ruochen Liu, Emily Jin, Zhuoyi Huang, Lun Yu Li, Jiajun Wu, Juan Carlos Niebles, Ehsan Adeli, Fei-Fei Li

ECCV 2022 PrivHAR: Recognizing Human Actions from Privacy-Preserving Lens Carlos Hinojosa, Miguel Marquez, Henry Arguello, Ehsan Adeli, Li Fei-Fei, Juan Carlos Niebles

CVPR 2022 Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning Liangqiong Qu, Yuyin Zhou, Paul Pu Liang, Yingda Xia, Feifei Wang, Ehsan Adeli, Li Fei-Fei, Daniel Rubin

CVPR 2021 3D CNNs with Adaptive Temporal Feature Resolutions Mohsen Fayyaz, Emad Bahrami, Ali Diba, Mehdi Noroozi, Ehsan Adeli, Luc Van Gool, Jurgen Gall

CVPRW 2021 CoCon: Cooperative-Contrastive Learning Nishant Rai, Ehsan Adeli, Kuan-Hui Lee, Adrien Gaidon, Juan Carlos Niebles

CVPR 2021 Home Action Genome: Cooperative Compositional Action Understanding Nishant Rai, Haofeng Chen, Jingwei Ji, Rishi Desai, Kazuki Kozuka, Shun Ishizaka, Ehsan Adeli, Juan Carlos Niebles

NeurIPS 2021 MOMA: Multi-Object Multi-Actor Activity Parsing Zelun Luo, Wanze Xie, Siddharth Kapoor, Yiyun Liang, Michael Cooper, Juan Carlos Niebles, Ehsan Adeli, Fei-Fei Li

CVPR 2021 Metadata Normalization Mandy Lu, Qingyu Zhao, Jiequan Zhang, Kilian M. Pohl, Li Fei-Fei, Juan Carlos Niebles, Ehsan Adeli

WACV 2021 Representation Learning with Statistical Independence to Mitigate Bias Ehsan Adeli, Qingyu Zhao, Adolf Pfefferbaum, Edith V. Sullivan, Li Fei-Fei, Juan Carlos Niebles, Kilian M. Pohl

CVPR 2021 Scalable Differential Privacy with Sparse Network Finetuning Zelun Luo, Daniel J. Wu, Ehsan Adeli, Li Fei-Fei

ICCV 2021 TRiPOD: Human Trajectory and Pose Dynamics Forecasting in the Wild Vida Adeli, Mahsa Ehsanpour, Ian Reid, Juan Carlos Niebles, Silvio Savarese, Ehsan Adeli, Hamid Rezatofighi

AAAI 2020 Adversarial Cross-Domain Action Recognition with Co-Attention Boxiao Pan, Zhangjie Cao, Ehsan Adeli, Juan Carlos Niebles

WACV 2020 Disentangling Human Dynamics for Pedestrian Locomotion Forecasting with Noisy Supervision Karttikeya Mangalam, Ehsan Adeli, Kuan-Hui Lee, Adrien Gaidon, Juan Carlos Niebles

ECCV 2020 It Is Not the Journey but the Destination: Endpoint Conditioned Trajectory Prediction Karttikeya Mangalam, Harshayu Girase, Shreyas Agarwal, Kuan-Hui Lee, Ehsan Adeli, Jitendra Malik, Adrien Gaidon

ECCV 2020 Procedure Planning in Instructional Videos Chien-Yi Chang, De-An Huang, Danfei Xu, Ehsan Adeli, Li Fei-Fei, Juan Carlos Niebles

CVPR 2020 Spatio-Temporal Graph for Video Captioning with Knowledge Distillation Boxiao Pan, Haoye Cai, De-An Huang, Kuan-Hui Lee, Adrien Gaidon, Ehsan Adeli, Juan Carlos Niebles

WACV 2019 Action-Agnostic Human Pose Forecasting Hsu-Kuang Chiu, Ehsan Adeli, Borui Wang, De-An Huang, Juan Carlos Niebles

AAAI 2019 Difficulty-Aware Attention Network with Confidence Learning for Medical Image Segmentation Dong Nie, Li Wang, Lei Xiang, Sihang Zhou, Ehsan Adeli, Dinggang Shen

ICCV 2019 Imitation Learning for Human Pose Prediction Borui Wang, Ehsan Adeli, Hsu-kuang Chiu, De-An Huang, Juan Carlos Niebles

ICCV 2019 Self-Supervised Representation Learning via Neighborhood-Relational Encoding Mohammad Sabokrou, Mohammad Khalooei, Ehsan Adeli

CVPR 2018 Adversarially Learned One-Class Classifier for Novelty Detection Mohammad Sabokrou, Mohammad Khalooei, Mahmood Fathy, Ehsan Adeli

AAAI 2018 Multi-Layer Multi-View Classification for Alzheimer's Disease Diagnosis Changqing Zhang, Ehsan Adeli, Tao Zhou, Xiaobo Chen, Dinggang Shen