Amit K. Roy-Chowdhury

Amit K. Roy-Chowdhury

University of California, Riverside

H-index: 64

North America-United States

About Amit K. Roy-Chowdhury

Amit K. Roy-Chowdhury, With an exceptional h-index of 64 and a recent h-index of 40 (since 2020), a distinguished researcher at University of California, Riverside, specializes in the field of Computer Vision, Statistical Learning, Image Processing, Camera Networks.

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

Plug-and-Play Transformer Modules for Test-Time Adaptation

Efficient Transformer Encoders for Mask2Former-style models

POISE: Pose Guided Human Silhouette Extraction under Occlusions

FLASH: Federated Learning Across Simultaneous Heterogeneities

Effective restoration of source knowledge in continual test time adaptation

A Two-stage Noise-tolerant Paradigm for Label Corrupted Person Re-identification

Unsupervised Test-Time Adaptation via Plug-and-Play Transformer Modules

MeTA: Multi-source Test Time Adaptation

Amit K. Roy-Chowdhury Information

University

Position

Professor and Bourns Family Faculty Fellow ; Fellow IEEE IAPR

Citations(all)

15438

Citations(since 2020)

7639

Cited By

10591

hIndex(all)

64

hIndex(since 2020)

40

i10Index(all)

182

i10Index(since 2020)

114

Email

University Profile Page

University of California, Riverside

Google Scholar

View Google Scholar Profile

Amit K. Roy-Chowdhury Skills & Research Interests

Computer Vision

Statistical Learning

Image Processing

Camera Networks

Top articles of Amit K. Roy-Chowdhury

Title

Journal

Author(s)

Publication Date

Plug-and-Play Transformer Modules for Test-Time Adaptation

arXiv e-prints

Xiangyu Chang

Sk Miraj Ahmed

Srikanth V Krishnamurthy

Basak Guler

Ananthram Swami

...

2024/1

Efficient Transformer Encoders for Mask2Former-style models

arXiv preprint arXiv:2404.15244

Manyi Yao

Abhishek Aich

Yumin Suh

Amit Roy-Chowdhury

Christian Shelton

...

2024/4/23

POISE: Pose Guided Human Silhouette Extraction under Occlusions

Arindam Dutta

Rohit Lal

Dripta S Raychaudhuri

Calvin-Khang Ta

Amit K Roy-Chowdhury

2024

FLASH: Federated Learning Across Simultaneous Heterogeneities

arXiv preprint arXiv:2402.08769

Xiangyu Chang

Sk Miraj Ahmed

Srikanth V Krishnamurthy

Basak Guler

Ananthram Swami

...

2024/2/13

Effective restoration of source knowledge in continual test time adaptation

Fahim Faisal Niloy

Sk Miraj Ahmed

Dripta S Raychaudhuri

Samet Oymak

Amit K Roy-Chowdhury

2024

A Two-stage Noise-tolerant Paradigm for Label Corrupted Person Re-identification

IEEE Transactions on Pattern Analysis and Machine Intelligence

Min Liu

Fei Wang

Xueping Wang

Yaonan Wang

Amit K Roy-Chowdhury

2024/2/2

Unsupervised Test-Time Adaptation via Plug-and-Play Transformer Modules

arXiv preprint arXiv:2401.04130

Xiangyu Chang

Sk Miraj Ahmed

Basak Guler

Srikanth V Krishnamurthy

Ananthram Swami

...

2024/1/6

MeTA: Multi-source Test Time Adaptation

arXiv preprint arXiv:2401.02561

Sk Miraj Ahmed

Fahim Faisal Niloy

Dripta S Raychaudhuri

Samet Oymak

Amit K Roy-Chowdhury

2024/1/4

Learning Deformable 3D Graph Similarity to Track Plant Cells in Unregistered Time Lapse Images

arXiv preprint arXiv:2309.11157

Md Shazid Islam

Arindam Dutta

Calvin-Khang Ta

Kevin Rodriguez

Christian Michael

...

2023/9/20

Prior-guided source-free domain adaptation for human pose estimation

Dripta S Raychaudhuri

Calvin-Khang Ta

Arindam Dutta

Rohit Lal

Amit K Roy-Chowdhury

2023

Semantics guided contrastive learning of transformers for zero-shot temporal activity detection

Sayak Nag

Orpaz Goldstein

Amit K Roy-Chowdhury

2023

Towards Granularity-adjusted Pixel-level Semantic Annotation

arXiv preprint arXiv:2312.02420

Rohit Kundu

Sudipta Paul

Rohit Lal

Amit K Roy-Chowdhury

2023/12/5

Fedyolo: Augmenting federated learning with pretrained transformers

arXiv preprint arXiv:2307.04905

Xuechen Zhang

Mingchen Li

Xiangyu Chang

Jiasi Chen

Amit K Roy-Chowdhury

...

2023/7/10

Joint video rolling shutter correction and super-resolution

Akash Gupta

Sudhir Kumar Singh

Amit K Roy-Chowdhury

2023

Efficient Controllable Multi-Task Architectures

Abhishek Aich

Samuel Schulter

Amit K Roy-Chowdhury

Manmohan Chandraker

Yumin Suh

2023

Federated Learning for Massive MIMO Power Allocation

Yushu Yan

Xiangyu Chang

Basak Guler

Amit K Roy–Chowdhury

Srikanth V Krishnamurthy

...

2023/10/29

Augmenting Federated Learning with Pretrained Transformers

Xuechen Zhang

Mingchen Li

Xiangyu Chang

Jiasi Chen

Amit Roy-Chowdhury

...

2023/10/28

Role of turgor-pressure induced boundary tension in the maintenance of the shoot apical meristem of Arabidopsis thaliana

Journal of the Royal Society Interface

Christian Michael

Mikahl Banwarth-Kuhn

Kevin Rodriguez

Calvin-Khang Ta

Amit Roy-Chowdhury

...

2023/6/7

Cross-domain video anomaly detection without target domain adaptation

Abhishek Aich

Kuan-Chuan Peng

Amit K Roy-Chowdhury

2023

SUMMIT: Source-Free Adaptation of Uni-Modal Models to Multi-Modal Targets

Cody Simons

Dripta S Raychaudhuri

Sk Miraj Ahmed

Suya You

Konstantinos Karydis

...

2023

See List of Professors in Amit K. Roy-Chowdhury University(University of California, Riverside)

Co-Authors

H-index: 139
Larry Davis

Larry Davis

University of Maryland

H-index: 79
B.S. Manjunath

B.S. Manjunath

University of California, Santa Barbara

H-index: 68
Bir Bhanu

Bir Bhanu

University of California, Riverside

H-index: 56
Jay Farrell

Jay Farrell

University of California, Riverside

H-index: 39
Namrata Vaswani

Namrata Vaswani

Iowa State University

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