Ehsan Adeli
- On the Opportunities and Risks of Foundation Models
2021/08/16 by Rishi Bommasani, Bommasani, Rishi, Drew A. Hudson +233 · 11 voices · 535 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Topic Modeling
- MIRAGE: The Illusion of Visual Understanding
2026/03/23 by Mohammad Asadi, Jack W. O'Sullivan, Fang Cao +5 · 45 voices · 6 citations
#cs.AI
- TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation
2021/02/08 by Jieneng Chen, Chen, Jieneng, Yongyi Lu +15 · 163 citations
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- Medical Image Segmentation Review: The success of U-Net
2022/11/27 by Reza Azad, Azad, Reza, Ehsan Khodapanah Aghdam +18 · 1 voice · 46 citations
Computer Science · Engineering · Medicine · Neuroscience · #Brain Tumor Detection and Classification #Radiomics and Machine Learning in Medical Imaging #Retinal Imaging and Analysis #cs.CV #eess.IV
- Medical Image Segmentation Review: The Success of U-Net
2024/08/21 by Reza Azad, Ehsan Khodapanah Aghdam, Amelie Rauland +8 · 47 citations
Medicine · #Radiomics and Machine Learning in Medical Imaging
- Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction
2020/02/20 by Bingbin Liu, Ehsan Adeli, Liu, Bingbin +11 · 7 citations
Engineering · Computer Science · #Autonomous Vehicle Technology and Safety #Video Surveillance and Tracking Methods #Advanced Neural Network Applications
- Spatio-Temporal Graph Convolution for Resting-State fMRI Analysis
2020/03/24 by Soham Gadgil, Qingyu Zhao, Gadgil, Soham +9 · 4 citations
Neuroscience · #Functional Brain Connectivity Studies #EEG and Brain-Computer Interfaces #Neural dynamics and brain function
- Vision-based Estimation of MDS-UPDRS Gait Scores for Assessing Parkinson's Disease Motor Severity
2020/07/17 by Mandy Lu, Kathleen L. Poston, Lu, Mandy +13 · 4 citations
Health Professions · Medicine · #Balance, Gait, and Falls Prevention #Cerebral Palsy and Movement Disorders #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Parkinson's Disease Mechanisms and Treatments #electronic engineering #information engineering
- Longitudinal Self-Supervised Learning
2020/06/12 by Qingyu Zhao, Zhao, Qingyu, Zixuan Liu +5 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare
- Spatio-Temporal Graph for Video Captioning with Knowledge Distillation
2020/03/31 by Boxiao Pan, Haoye Cai, Pan, Boxiao +11 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
- The Language of Motion: Unifying Verbal and Non-verbal Language of 3D Human Motion
2024/12/13 by Changan Chen, Chen, Changan, Juze Zhang +12 · 10 citations
Engineering · #Human Motion and Animation
- Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection
2023/12/21 by Soopil Kim, Kim, Soopil, Sion An +11 · 5 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Industrial Vision Systems and Defect Detection #Domain Adaptation and Few-Shot Learning
- Self-Supervised Longitudinal Neighbourhood Embedding
2021/03/05 by Jiahong Ouyang, Qingyu Zhao, Ouyang, Jiahong +11 · 3 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Dementia and Cognitive Impairment Research #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning in Healthcare
- VideoMultiAgents: A Multi-Agent Framework for Video Question Answering
2025/04/25 by Noriyuki Kugo, Xiang Li, Kugo, Noriyuki +20 · 6 citations
Computer Science · #Advanced Graph Neural Networks #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Multimodal Machine Learning Applications #Topic Modeling
- Metadata-Conditioned Generative Models to Synthesize Anatomically-Plausible 3D Brain MRIs
2023/10/07 by Wei Peng, Tomas M. Bosschieter, Peng, Wei +11 · 3 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Representation Disentanglement for Multi-modal brain MR Analysis
2021/02/23 by Jiahong Ouyang, Ehsan Adeli, Ouyang, Jiahong +7 · 1 citation
Computer Science · Engineering · Medicine · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Radiomics and Machine Learning in Medical Imaging
- Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet
2018/02/17 by Seyyed Hossein Hasanpour, Mohammad Rouhani, Hasanpour, Seyyed Hossein +7 · 1 voice
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
- Latent Drifting in Diffusion Models for Counterfactual Medical Image Synthesis
2024/12/30 by Yousef Yeganeh, Azade Farshad, Yeganeh, Yousef +13 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Diffusion Models for Computational Neuroimaging: A Survey
2025/02/10 by Haokai Zhao, Zhao, Haokai, Haowei Lou +11 · 3 citations
Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Disentangling Normal Aging From Severity of Disease via Weak Supervision on Longitudinal MRI
2022/10/01 by Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli +2 · 1 citation
- Decoding Visual Experience and Mapping Semantics through Whole-Brain Analysis Using fMRI Foundation Models
2024/11/11 by Yanchen Wang, Adam Turnbull, Wang, Yanchen +14 · 2 citations
Computer Science · #Cognitive Computing and Networks #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait Impairment
2023/07/24 by Favour Nerrise, Nerrise, Favour, Qingyu Zhao +7 · 1 citation
Medicine · Neuroscience · #Advanced Neuroimaging Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Functional Brain Connectivity Studies #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Neurological disorders and treatments #Neurons and Cognition (q-bio.NC) #electronic engineering #information engineering
- Latent Causal Modeling for 3D Brain MRI Counterfactuals
2024/09/09 by Wei Peng, Peng, Wei, Tian Xia +13 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Ordered Action Tokens for Visuomotor Policy Learning
2026/07/23 by Chaoqi Liu, Yue Zhao, Haonan Chen +4
#cs.RO #cs.AI #cs.LG
- A vision foundation model for single-cell biology via spatial gene cartography
2026/07/15 by Ridvan Yesiloglu, Sakib Mostafa, James Zou +5
#q-bio.QM #cs.CV #cs.LG