Ehsan Adeli

Ehsan Adeli

Stanford University

H-index: 45

North America-United States

About Ehsan Adeli

Ehsan Adeli, With an exceptional h-index of 45 and a recent h-index of 44 (since 2020), a distinguished researcher at Stanford University, specializes in the field of Machine Learning, Computer Vision, Neuroscience, Healthcare, Ambient Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Few shot part segmentation reveals compositional logic for industrial anomaly detection

Systems and methods for estimation of Parkinson's Disease gait impairment severity from videos using MDS-UPDRS

Federated learning with knowledge distillation for multi-organ segmentation with partially labeled datasets

An interactive agent foundation model

FedNN: Federated learning on concept drift data using weight and adaptive group normalizations

EchoGPT: A Large Language Model for Echocardiography Report Summarization

Enforcing Conditional Independence for Fair Representation Learning and Causal Image Generation

Systems and Methods for Recognizing Human Actions from Privacy-Preserving Optics

Ehsan Adeli Information

University

Position

___

Citations(all)

12179

Citations(since 2020)

11642

Cited By

2315

hIndex(all)

45

hIndex(since 2020)

44

i10Index(all)

113

i10Index(since 2020)

105

Email

University Profile Page

Stanford University

Google Scholar

View Google Scholar Profile

Ehsan Adeli Skills & Research Interests

Machine Learning

Computer Vision

Neuroscience

Healthcare

Ambient Intelligence

Top articles of Ehsan Adeli

Title

Journal

Author(s)

Publication Date

Few shot part segmentation reveals compositional logic for industrial anomaly detection

Proceedings of the AAAI Conference on Artificial Intelligence

Soopil Kim

Sion An

Philip Chikontwe

Myeongkyun Kang

Ehsan Adeli

...

2024/3/24

Systems and methods for estimation of Parkinson's Disease gait impairment severity from videos using MDS-UPDRS

2024/3/5

Federated learning with knowledge distillation for multi-organ segmentation with partially labeled datasets

Medical Image Analysis

Soopil Kim

Heejung Park

Myeongkyun Kang

Kyong Hwan Jin

Ehsan Adeli

...

2024/7/1

An interactive agent foundation model

arXiv preprint arXiv:2402.05929

Zane Durante

Bidipta Sarkar

Ran Gong

Rohan Taori

Yusuke Noda

...

2024/2/8

FedNN: Federated learning on concept drift data using weight and adaptive group normalizations

Pattern Recognition

Myeongkyun Kang

Soopil Kim

Kyong Hwan Jin

Ehsan Adeli

Kilian M Pohl

...

2024/5/1

EchoGPT: A Large Language Model for Echocardiography Report Summarization

medRxiv

Chieh-Ju Chao

Imon Banerjee

Reza Arsanjani

Chadi Ayoub

Andrew Tseng

...

2024

Enforcing Conditional Independence for Fair Representation Learning and Causal Image Generation

arXiv preprint arXiv:2404.13798

Jensen Hwa

Qingyu Zhao

Aditya Lahiri

Adnan Masood

Babak Salimi

...

2024/4/21

Systems and Methods for Recognizing Human Actions from Privacy-Preserving Optics

2024/1/18

Towards Robust 3D Pose Transfer with Adversarial Learning

arXiv preprint arXiv:2404.02242

Haoyu Chen

Hao Tang

Ehsan Adeli

Guoying Zhao

2024/4/2

Vision-based Estimation of Fatigue and Engagement in Cognitive Training Sessions

arXiv preprint arXiv:2304.12470

Yanchen Wang

Adam Turnbull

Yunlong Xu

Kathi Heffner

Feng Vankee Lin

...

2023/4

HomE: Homography-Equivariant Video Representation Learning

arXiv preprint arXiv:2306.01623

Anirudh Sriram

Adrien Gaidon

Jiajun Wu

Juan Carlos Niebles

Li Fei-Fei

...

2023/6/2

Metadata-Conditioned Generative Models to Synthesize Anatomically-Plausible 3D Brain MRIs

arXiv preprint arXiv:2310.04630

Wei Peng

Tomas Bosschieter

Jiahong Ouyang

Robert Paul

Ehsan Adeli

...

2023/10/7

Wild2Avatar: Rendering Humans Behind Occlusions

arXiv preprint arXiv:2401.00431

Tiange Xiang

Adam Sun

Scott Delp

Kazuki Kozuka

Li Fei-Fei

...

2023/12/31

Exploring the sensitivity of probabilistic surge estimates to forecast errors

Natural Hazards

WoongHee Jung

Aikaterini P Kyprioti

Ehsan Adeli

Alexandros A Taflanidis

2023/1

On the opportunities and risks of foundation models. arXiv 2021

arXiv preprint arXiv:2108.07258

Rishi Bommasani

Drew A Hudson

Ehsan Adeli

Russ Altman

Simran Arora

...

2021/8/16

CCA identifies a neurophysiological marker of adaptation capacity that is reliably linked to internal locus of control of cognition in amnestic MCI

GeroScience

Lizbeth Peralta-Malváez

Adam Turnbull

Mia Anthony

Ehsan Adeli

F Vankee Lin

2023/6

LSOR: Longitudinally-Consistent Self-Organized Representation Learning

Jiahong Ouyang

Qingyu Zhao

Ehsan Adeli

Wei Peng

Greg Zaharchuk

...

2023/10/1

PRISM: Progressive Restoration for Scene Graph-based Image Manipulation

arXiv preprint arXiv:2311.02247

Pavel Jahoda

Azade Farshad

Yousef Yeganeh

Ehsan Adeli

Nassir Navab

2023/11/3

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

...

2023

Scope: Structural continuity preservation for medical image segmentation

arXiv preprint arXiv:2304.14572

Yousef Yeganeh

Azade Farshad

Goktug Guevercin

Amr Abu-zer

Rui Xiao

...

2023/4/28

See List of Professors in Ehsan Adeli University(Stanford University)

Co-Authors

H-index: 144
Li Fei-Fei

Li Fei-Fei

Stanford University

H-index: 138
Dinggang Shen

Dinggang Shen

Shanghai Tech University

H-index: 116
Edith Sullivan

Edith Sullivan

Stanford University

H-index: 115
Nassir Navab

Nassir Navab

Technische Universität München

H-index: 98
Susan Tapert

Susan Tapert

University of California, San Diego

H-index: 95
Percy Liang

Percy Liang

Stanford University

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