Ehsan Adeli 0001 - researchr alias

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Viewing Publication 1 - 65 from 65

2025

Foundation versus domain-specific models for left ventricular segmentation on cardiac ultrasoundChieh-Ju Chao, Yunqi Richard Gu, Wasan Kumar, Tiange Xiang, Lalith Appari, Justin Wu, Juan Maria Farina, Rachael Wraith, Jiwoong Jason Jeong, Reza Arsanjani, Garvan C. Kane, Jae K. Oh, Curtis P. Langlotz, Imon Banerjee, Li Fei-Fei, Ehsan Adeli 0001. npjdm, 8(1), 2025. [doi]

The Language of Motion: Unifying Verbal and Non-verbal Language of 3D Human MotionChangan Chen, Juze Zhang, Shrinidhi K. Lakshmikanth, Yusu Fang, Ruizhi Shao, Gordon Wetzstein, Li Fei-Fei 0001, Ehsan Adeli 0001. cvpr 2025: 6200-6211 [doi]

An Interactive Agent Foundation ModelZane Durante, Ran Gong, Bidipta Sarkar, Naoki Wake, Rohan Taori, Paul Tang, Shrinidhi Kowshika Lakshmikanth, Kevin A. Schulman, Arnold Milstein, Hoi Vo, Ehsan Adeli 0001, Demetri Terzopoulos, Li Fei-Fei 0001, Jianfeng Gao 0001. cvpr 2025: 3652-3662 [doi]

Efficient one-shot federated learning on medical data using knowledge distillation with image synthesis and client model adaptationMyeongkyun Kang, Philip Chikontwe, Soopil Kim, Kyong Hwan Jin, Ehsan Adeli 0001, Kilian M. Pohl, Sanghyun Park 0004. mia, 105:103714, 2025. [doi]

Communication Efficient Federated Learning for Multi-Organ Segmentation via Knowledge Distillation With Image SynthesisSoopil Kim, Heejung Park, Philip Chikontwe, Myeongkyun Kang, Kyong Hwan Jin, Ehsan Adeli 0001, Kilian M. Pohl, Sang Hyun Park 0004. tmi, 44(5):2079-2092, May 2025. [doi]

AdaVid: Adaptive Video-Language PretrainingChaitanya Patel, Juan Carlos Niebles, Ehsan Adeli 0001. cvpr 2025: 6389-6398 [doi]

NeuHMR: Neural Rendering-Guided Human Motion ReconstructionTiange Xiang, Kuan-Chieh Wang, Jaewoo Heo, Ehsan Adeli 0001, Serena Yeung, Scott L. Delp, Li Fei-Fei 0001. 3dim 2025: 1518-1528 [doi]

Re-thinking Temporal Search for Long-Form Video UnderstandingJinhui Ye, Zihan Wang, Haosen Sun, Keshigeyan Chandrasegaran, Zane Durante, Cristóbal Eyzaguirre, Yonatan Bisk, Juan Carlos Niebles, Ehsan Adeli 0001, Li Fei-Fei, Jiajun Wu, Manling Li. cvpr 2025: 8579-8591 [doi]

Latent Drifting in Diffusion Models for Counterfactual Medical Image SynthesisYousef Yeganeh, Azade Farshad, Ioannis Charisiadis, Marta Hasny, Martin Hartenberger, Björn Ommer, Nassir Navab, Ehsan Adeli 0001. cvpr 2025: 7685-7695 [doi]

2024

Towards Robust 3D Pose Transfer with Adversarial LearningHaoyu Chen 0001, Hao Tang 0005, Ehsan Adeli 0001, Guoying Zhao 0001. cvpr 2024: 2295-2304 [doi]

The 2nd Challenge on Micro-gesture Analysis for Hidden Emotion Understanding (MiGA) 2024: Dataset and ResultsHaoyu Chen 0001, Björn W. Schuller, Ehsan Adeli 0001, Guoying Zhao 0001. miga 2024: [doi]

Medical Image Segmentation Review: The Success of U-NetReza Azad, Ehsan Khodapanah Aghdam, Amelie Rauland, Yiwei Jia, Atlas Haddadi Avval, Afshin Bozorgpour, Sanaz Karimijafarbigloo, Joseph Paul Cohen, Ehsan Adeli 0001, Dorit Merhof. pami, 46(12):10076-10095, December 2024. [doi]

TransUNet: Rethinking the U-Net architecture design for medical image segmentation through the lens of transformersJieneng Chen, Jieru Mei, Xianhang Li, Yongyi Lu, Qihang Yu, QingYue Wei, Xiangde Luo, Yutong Xie, Ehsan Adeli 0001, Yan Wang 0033, Matthew P. Lungren, Shaoting Zhang 0001, Lei Xing 0001, Le Lu 0001, Alan L. Yuille, Yuyin Zhou. mia, 97:103280, 2024. [doi]

Few-Shot Classification of Interactive Activities of Daily Living (InteractADL)Zane Durante, Robathan Harries, Edward Vendrow, Zelun Luo, Yuta Kyuragi, Kazuki Kozuka, Li Fei-Fei 0001, Ehsan Adeli 0001. bmvc 2024: [doi]

Data-driven discovery of movement-linked heterogeneity in neurodegenerative diseasesMark Endo, Favour Nerrise, Qingyu Zhao, Edith V. Sullivan, Li Fei-Fei 0001, Victor W. Henderson, Kilian M. Pohl, Kathleen L. Poston, Ehsan Adeli 0001. natmi, 6(9):1034-1045, 2024. [doi]

Enforcing Conditional Independence for Fair Representation Learning and Causal Image GenerationJensen Hwa, Qingyu Zhao, Aditya Lahiri, Adnan Masood, Babak Salimi, Ehsan Adeli 0001. cvpr 2024: 103-112 [doi]

PRISM: Progressive Restoration for Scene Graph-Based Image ManipulationPavel Jahoda, Yousef Yeganeh, Ehsan Adeli 0001, Nassir Navab, Azade Farshad. eccv 2025: 142-160 [doi]

FedNN: Federated learning on concept drift data using weight and adaptive group normalizationsMyeongkyun Kang, Soopil Kim, Kyong Hwan Jin, Ehsan Adeli 0001, Kilian M. Pohl, Sanghyun Park 0004. PR, 149:110230, 2024. [doi]

Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly DetectionSoopil Kim, Sion An, Philip Chikontwe, Myeongkyun Kang, Ehsan Adeli 0001, Kilian M. Pohl, Sanghyun Park 0004. AAAI 2024: 8591-8599 [doi]

Federated learning with knowledge distillation for multi-organ segmentation with partially labeled datasetsSoopil Kim, Heejung Park, Myeongkyun Kang, Kyong Hwan Jin, Ehsan Adeli 0001, Kilian M. Pohl, Sanghyun Park 0004. mia, 95:103156, 2024. [doi]

Physics-Informed Latent Diffusion for Multimodal Brain MRI SynthesisSven Lüpke, Yousef Yeganeh, Ehsan Adeli 0001, Nassir Navab, Azade Farshad. miccai 2025: 198-207 [doi]

GAMMA-PD: Graph-Based Analysis of Multi-Modal Motor Impairment Assessments in Parkinson's DiseaseFavour Nerrise, Alice Louise Heiman, Ehsan Adeli 0001. miccai 2025: 57-68 [doi]

SOM2LM: Self-Organized Multi-Modal Longitudinal MapsJiahong Ouyang, Qingyu Zhao, Ehsan Adeli 0001, Greg Zaharchuk, Kilian M. Pohl. miccai 2024: 400-410 [doi]

Metadata-conditioned generative models to synthesize anatomically-plausible 3D brain MRIsWei Peng, Tomas M. Bosschieter, Jiahong Ouyang, Robert Paul, Edith V. Sullivan, Adolf Pfefferbaum, Ehsan Adeli 0001, Qingyu Zhao, Kilian M. Pohl. mia, 98:103325, 2024. [doi]

OccFusion: Rendering Occluded Humans with Generative Diffusion PriorsAdam Sun, Tiange Xiang, Scott L. Delp, Li Fei-Fei 0001, Ehsan Adeli 0001. nips 2024: [doi]

Vision-based estimation of fatigue and engagement in cognitive training sessionsYanchen Wang, Adam Turnbull, Yunlong Xu, Kathi L. Heffner, Feng Vankee Lin, Ehsan Adeli 0001. artmed, 154:102923, 2024. [doi]

2023

An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait ImpairmentFavour Nerrise, Qingyu Zhao, Kathleen L. Poston, Kilian M. Pohl, Ehsan Adeli 0001. miccai 2023: 723-733 [doi]

LSOR: Longitudinally-Consistent Self-Organized Representation LearningJiahong Ouyang, Qingyu Zhao, Ehsan Adeli 0001, Wei Peng, Greg Zaharchuk, Kilian M. Pohl. miccai 2023: 279-289 [doi]

Generating Realistic Brain MRIs via a Conditional Diffusion Probabilistic ModelWei Peng, Ehsan Adeli 0001, Tomas M. Bosschieter, Sanghyun Park 0004, Qingyu Zhao, Kilian M. Pohl. miccai 2023: 14-24 [doi]

Rendering Humans from Object-Occluded Monocular VideosTiange Xiang, Adam Sun, Jiajun Wu 0001, Ehsan Adeli 0001, Li Fei-Fei 0001. iccv 2023: 3216-3227 [doi]

SCOPE: Structural Continuity Preservation for Retinal Vessel SegmentationYousef Yeganeh, Güktug Güvercin, Rui Xiao, Amr Abu-zer, Ehsan Adeli 0001, Azade Farshad, Nassir Navab. miccai 2023: 3-13 [doi]

Transformers Pay Attention to Convolutions Leveraging Emerging Properties of ViTs by Dual Attention-Image NetworkYousef Yeganeh, Azade Farshad, Peter Weinberger, Seyed-Ahmad Ahmadi, Ehsan Adeli 0001, Nassir Navab. iccvw 2023: 2296-2307 [doi]

2022

Multiview Feature Learning With Multiatlas-Based Functional Connectivity Networks for MCI DiagnosisYu Zhang 0009, Han Zhang, Ehsan Adeli 0001, Xiaobo Chen, Mingxia Liu 0001, Dinggang Shen. tcyb, 52(7):6822-6833, 2022. [doi]

TransDeepLab: Convolution-Free Transformer-Based DeepLab v3+ for Medical Image SegmentationReza Azad, Moein Heidari, Moein Shariatnia, Ehsan Khodapanah Aghdam, Sanaz Karimijafarbigloo, Ehsan Adeli 0001, Dorit Merhof. miccai 2022: 91-102 [doi]

Intervertebral Disc Labeling with Learning Shape Information, a Look once ApproachReza Azad, Moein Heidari, Julien Cohen-Adad, Ehsan Adeli 0001, Dorit Merhof. miccai 2022: 49-59 [doi]

Generative adversarial U-Net for domain-free few-shot medical diagnosisXiaocong Chen, Yun Li, Lina Yao 0001, Ehsan Adeli 0001, Yu Zhang, Xianzhi Wang 0001. prl, 157:112-118, 2022. [doi]

PrivHAR: Recognizing Human Actions from Privacy-Preserving LensCarlos Hinojosa, Miguel Marquez, Henry Arguello, Ehsan Adeli 0001, Li Fei-Fei 0001, Juan Carlos Niebles. eccv 2022: 314-332 [doi]

Joint Graph Convolution for Analyzing Brain Structural and Functional ConnectomeYueting Li, QingYue Wei, Ehsan Adeli 0001, Kilian M. Pohl, Qingyu Zhao. miccai 2022: 231-240 [doi]

MOMA-LRG: Language-Refined Graphs for Multi-Object Multi-Actor Activity ParsingZelun Luo, Zane Durante, Linden Li, Wanze Xie, Ruochen Liu, Emily Jin, Zhuoyi Huang, Lun Yu Li, Jiajun Wu 0001, Juan Carlos Niebles, Ehsan Adeli 0001, Fei-Fei Li 0001. nips 2022: [doi]

Disentangling Normal Aging From Severity of Disease via Weak Supervision on Longitudinal MRIJiahong Ouyang, Qingyu Zhao, Ehsan Adeli 0001, Greg Zaharchuk, Kilian M. Pohl. tmi, 41(10):2558-2569, 2022. [doi]

Self-supervised learning of neighborhood embedding for longitudinal MRIJiahong Ouyang, Qingyu Zhao, Ehsan Adeli 0001, Greg Zaharchuk, Kilian M. Pohl. mia, 82:102571, 2022. [doi]

Bridging the Gap Between Deep Learning and Hypothesis-Driven Analysis via Permutation TestingMagdalini Paschali, Qingyu Zhao, Ehsan Adeli 0001, Kilian M. Pohl. miccai 2022: 13-23 [doi]

Rethinking Architecture Design for Tackling Data Heterogeneity in Federated LearningLiangqiong Qu, Yuyin Zhou, Paul Pu Liang, Yingda Xia, Feifei Wang, Ehsan Adeli 0001, Li Fei-Fei 0001, Daniel L. Rubin. cvpr 2022: 10051-10061 [doi]

Multiple Instance Neuroimage TransformerAyush Singla, Qingyu Zhao, Daniel K. Do, Yuyin Zhou, Kilian M. Pohl, Ehsan Adeli 0001. miccai 2022: 36-48 [doi]

Identifying Auxiliary or Adversarial Tasks Using Necessary Condition Analysis for Adversarial Multi-task Video UnderstandingStephen Su, Samuel Kwong, Qingyu Zhao, De-An Huang, Juan Carlos Niebles, Ehsan Adeli 0001. eccv 2023: 317-333 [doi]

A Penalty Approach for Normalizing Feature Distributions to Build Confounder-Free ModelsAnthony Vento, Qingyu Zhao, Robert Paul, Kilian M. Pohl, Ehsan Adeli 0001. miccai 2022: 387-397 [doi]

Multi-label, multi-domain learning identifies compounding effects of HIV and cognitive impairmentJiequan Zhang, Qingyu Zhao, Ehsan Adeli 0001, Adolf Pfefferbaum, Edith V. Sullivan, Robert Paul, Victor G. Valcour, Kilian M. Pohl. mia, 75:102246, 2022. [doi]

Semantic instance segmentation with discriminative deep supervision for medical imagesSihang Zhou, Dong Nie, Ehsan Adeli 0001, Qian Wei, Xuhua Ren, Xinwang Liu, En Zhu, Jianping Yin, Qian Wang 0001, Dinggang Shen. mia, 82:102626, 2022. [doi]

2021

TRiPOD: Human Trajectory and Pose Dynamics Forecasting in the WildVida Adeli, Mahsa Ehsanpour, Ian D. Reid 0001, Juan Carlos Niebles, Silvio Savarese, Ehsan Adeli 0001, Hamid Rezatofighi. iccv 2021: 13370-13380 [doi]

Skeleton-based structured early activity predictionMohammad M. Arzani, Mahmood Fathy, Ahmad A. Azirani, Ehsan Adeli 0001. mta, 80(15):23023-23049, 2021. [doi]

Switching Structured Prediction for Simple and Complex Human Activity RecognitionMohammad M. Arzani, Mahmood Fathy, Ahmad A. Azirani, Ehsan Adeli 0001. tcyb, 51(12):5859-5870, 2021. [doi]

3D CNNs With Adaptive Temporal Feature ResolutionsMohsen Fayyaz, Emad Bahrami Rad, Ali Diba, Mehdi Noroozi, Ehsan Adeli 0001, Luc Van Gool, Jürgen Gall. cvpr 2021: 4731-4740 [doi]

MetricUNet: Synergistic image- and voxel-level learning for precise prostate segmentation via online samplingKelei He, Chunfeng Lian, Ehsan Adeli 0001, Jing Huo, Yang Gao 0001, Bing Zhang, Junfeng Zhang, Dinggang Shen. mia, 71:102039, 2021. [doi]

Going Beyond Saliency Maps: Training Deep Models to Interpret Deep ModelsZixuan Liu, Ehsan Adeli 0001, Kilian M. Pohl, Qingyu Zhao. ipmi 2021: 71-82 [doi]

Metadata NormalizationMandy Lu, Qingyu Zhao, Jiequan Zhang, Kilian M. Pohl, Li Fei-Fei 0001, Juan Carlos Niebles, Ehsan Adeli 0001. cvpr 2021: 10917-10927 [doi]

Quantifying Parkinson's disease motor severity under uncertainty using MDS-UPDRS videosMandy Lu, Qingyu Zhao, Kathleen L. Poston, Edith V. Sullivan, Adolf Pfefferbaum, Marian Shahid, Maya Katz, Leila Montaser Kouhsari, Kevin A. Schulman, Arnold Milstein, Juan Carlos Niebles, Victor W. Henderson, Li Fei-Fei 0001, Kilian M. Pohl, Ehsan Adeli 0001. mia, 73:102179, 2021. [doi]

MOMA: Multi-Object Multi-Actor Activity ParsingZelun Luo, Wanze Xie, Siddharth Kapoor, Yiyun Liang, Michael Cooper, Juan Carlos Niebles, Ehsan Adeli 0001, Fei-Fei Li 0001. nips 2021: 17939-17955 [doi]

Scalable Differential Privacy With Sparse Network FinetuningZelun Luo, Daniel J. Wu, Ehsan Adeli 0001, Li Fei-Fei 0001. cvpr 2021: 5059-5068 [doi]

Self-supervised Longitudinal Neighbourhood EmbeddingJiahong Ouyang, Qingyu Zhao, Ehsan Adeli 0001, Edith V. Sullivan, Adolf Pfefferbaum, Greg Zaharchuk, Kilian M. Pohl. miccai 2021: 80-89 [doi]

Representation Disentanglement for Multi-modal Brain MRI AnalysisJiahong Ouyang, Ehsan Adeli 0001, Kilian M. Pohl, Qingyu Zhao, Greg Zaharchuk. ipmi 2021: 321-333 [doi]

Longitudinal Pooling & Consistency Regularization to Model Disease Progression From MRIsJiahong Ouyang, Qingyu Zhao, Edith V. Sullivan, Adolf Pfefferbaum, Susan F. Tapert, Ehsan Adeli 0001, Kilian M. Pohl. titb, 25(6):2082-2092, 2021. [doi]

CoCon: Cooperative-Contrastive LearningNishant Rai, Ehsan Adeli 0001, Kuan-Hui Lee, Adrien Gaidon, Juan Carlos Niebles. cvpr 2021: 3384-3393 [doi]

Home Action Genome: Cooperative Compositional Action UnderstandingNishant Rai, Haofeng Chen, Jingwei Ji, Rishi Desai, Kazuki Kozuka, Shun Ishizaka, Ehsan Adeli 0001, Juan Carlos Niebles. cvpr 2021: 11184-11193 [doi]

Longitudinal Correlation Analysis for Decoding Multi-modal Brain DevelopmentQingyu Zhao, Ehsan Adeli 0001, Kilian M. Pohl. miccai 2021: 400-409 [doi]

Longitudinal self-supervised learningQingyu Zhao, Zixuan Liu, Ehsan Adeli 0001, Kilian M. Pohl. mia, 71:102051, 2021. [doi]

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