James M. Rehg

James M. Rehg

Georgia Institute of Technology

H-index: 89

North America-United States

About James M. Rehg

James M. Rehg, With an exceptional h-index of 89 and a recent h-index of 57 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of computer vision, robotics, machine learning, human-computer interaction, parallel and distributed.

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

PointInfinity: Resolution-Invariant Point Diffusion Models

Modeling Multimodal Social Interactions: New Challenges and Baselines with Densely Aligned Representations

In the eye of transformer: Global–local correlation for egocentric gaze estimation and beyond

Low-shot Object Learning with Mutual Exclusivity Bias

Egocentric auditory attention localization in conversations

Explaining a machine learning decision to physicians via counterfactuals

Which way isright'?: Uncovering limitations of Vision-and-Language Navigation model

The Audio-Visual Conversational Graph: From an Egocentric-Exocentric Perspective

James M. Rehg Information

University

Position

Professor of Computer Science

Citations(all)

32960

Citations(since 2020)

13288

Cited By

24713

hIndex(all)

89

hIndex(since 2020)

57

i10Index(all)

254

i10Index(since 2020)

166

Email

University Profile Page

Georgia Institute of Technology

Google Scholar

View Google Scholar Profile

James M. Rehg Skills & Research Interests

computer vision

robotics

machine learning

human-computer interaction

parallel and distributed

Top articles of James M. Rehg

Title

Journal

Author(s)

Publication Date

PointInfinity: Resolution-Invariant Point Diffusion Models

arXiv preprint arXiv:2404.03566

Zixuan Huang

Justin Johnson

Shoubhik Debnath

James M Rehg

Chao-Yuan Wu

2024/4/4

Modeling Multimodal Social Interactions: New Challenges and Baselines with Densely Aligned Representations

arXiv preprint arXiv:2403.02090

Sangmin Lee

Bolin Lai

Fiona Ryan

Bikram Boote

James M Rehg

2024/3/4

In the eye of transformer: Global–local correlation for egocentric gaze estimation and beyond

International Journal of Computer Vision

Bolin Lai

Miao Liu

Fiona Ryan

James M Rehg

2024/3

Low-shot Object Learning with Mutual Exclusivity Bias

Advances in Neural Information Processing Systems

Anh Thai

Ahmad Humayun

Stefan Stojanov

Zixuan Huang

Bikram Boote

...

2024/2/13

Egocentric auditory attention localization in conversations

Fiona Ryan

Hao Jiang

Abhinav Shukla

James M Rehg

Vamsi Krishna Ithapu

2023

Explaining a machine learning decision to physicians via counterfactuals

Supriya Nagesh

Nina Mishra

Yonatan Naamad

James M Rehg

Mehul A Shah

...

2023/6/13

Which way isright'?: Uncovering limitations of Vision-and-Language Navigation model

arXiv preprint arXiv:2312.00151

Meera Hahn

Amit Raj

James M Rehg

2023/11/30

The Audio-Visual Conversational Graph: From an Egocentric-Exocentric Perspective

arXiv preprint arXiv:2312.12870

Wenqi Jia

Miao Liu

Hao Jiang

Ishwarya Ananthabhotla

James M Rehg

...

2023/12/20

Listen to look into the future: Audio-visual egocentric gaze anticipation

arXiv preprint arXiv:2305.03907

Bolin Lai

Fiona Ryan

Wenqi Jia

Miao Liu

James M Rehg

2023/5/6

Retrieval-Based Reconstruction For Time-series Contrastive Learning

ICLR 2024

Maxwell A Xu

Alexander Moreno

Hui Wei

Benjamin M Marlin

James M Rehg

2023/11/1

RAVE: Randomized Noise Shuffling for Fast and Consistent Video Editing with Diffusion Models

arXiv preprint arXiv:2312.04524

Ozgur Kara

Bariscan Kurtkaya

Hidir Yesiltepe

James M Rehg

Pinar Yanardag

2023/12/7

Generation of synthetic image data using three-dimensional models

2023/4/18

Missing Data Imputation for Large-Scale Longitudinal Physical Activity Data

Hui Wei

Maxwell Xu

Colin Samplawski

James Matthew Rehg

Santosh Kumar

...

2023/9/23

Lampilot: An open benchmark dataset for autonomous driving with language model programs

arXiv preprint arXiv:2312.04372

Yunsheng Ma

Can Cui

Xu Cao

Wenqian Ye

Peiran Liu

...

2023/12/7

Developmental Machine Learning: From Human Learning to Machines and Back (Dagstuhl Seminar 22422)

James M Rehg

Pierre-Yves Oudeyer

Linda B Smith

Sho Tsuji

Stefan Stojanov

...

2023

Systems and methods for measuring hemodynamic parameters with wearable cardiovascular sensing

2023/9/21

LEGO: Learning EGOcentric Action Frame Generation via Visual Instruction Tuning

arXiv preprint arXiv:2312.03849

Bolin Lai

Xiaoliang Dai

Lawrence Chen

Guan Pang

James M Rehg

...

2023/12/6

Shapeclipper: Scalable 3d shape learning from single-view images via geometric and clip-based consistency

Zixuan Huang

Varun Jampani

Anh Thai

Yuanzhen Li

Stefan Stojanov

...

2023

Werewolf among us: Multimodal resources for modeling persuasion behaviors in social deduction games

Bolin Lai

Hongxin Zhang

Miao Liu

Aryan Pariani

Fiona Ryan

...

2023/7

Ego-exo4d: Understanding skilled human activity from first-and third-person perspectives

arXiv preprint arXiv:2311.18259

Kristen Grauman

Andrew Westbury

Lorenzo Torresani

Kris Kitani

Jitendra Malik

...

2023/11/30

See List of Professors in James M. Rehg University(Georgia Institute of Technology)

Co-Authors

H-index: 169
Takeo Kanade

Takeo Kanade

Carnegie Mellon University

H-index: 75
Frank Dellaert

Frank Dellaert

Georgia Institute of Technology

H-index: 64
Hiroshi Ishikawa

Hiroshi Ishikawa

New York University

H-index: 63
Aaron Bobick

Aaron Bobick

Washington University in St. Louis

H-index: 58
Jianxin Wu (吴建鑫)

Jianxin Wu (吴建鑫)

Nanjing University

H-index: 41
Tat-Jen Cham

Tat-Jen Cham

Nanyang Technological University

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