Minh N. Do

Minh N. Do

University of Illinois at Urbana-Champaign

H-index: 70

North America-United States

About Minh N. Do

Minh N. Do, With an exceptional h-index of 70 and a recent h-index of 43 (since 2020), a distinguished researcher at University of Illinois at Urbana-Champaign, specializes in the field of signal processing, computational imaging, machine perception, data science.

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

Maskdiff: Modeling mask distribution with diffusion probabilistic model for few-shot instance segmentation

A Survey of IMU Based Cross-Modal Transfer Learning in Human Activity Recognition

Prognostic value of optical coherence tomography (OCT) with machine learning for assessing clinical outcomes of otitis media

Modelling-based joint embedding of histology and genomics using canonical correlation analysis for breast cancer survival prediction

Making vision transformers truly shift-equivariant

Improving the Robustness of 3D Human Pose Estimation: A Benchmark and Learning from Noisy Input

Smartphone clip-on instrument and microfluidic processor for rapid sample-to-answer detection of Zika virus in whole blood using spatial RT-LAMP

Learning Adaptive Quantization Parameter for Consistent Quality Oriented Video Coding

Minh N. Do Information

University

Position

Professor and VinUniversity

Citations(all)

30578

Citations(since 2020)

9232

Cited By

25410

hIndex(all)

70

hIndex(since 2020)

43

i10Index(all)

201

i10Index(since 2020)

119

Email

University Profile Page

University of Illinois at Urbana-Champaign

Google Scholar

View Google Scholar Profile

Minh N. Do Skills & Research Interests

signal processing

computational imaging

machine perception

data science

Top articles of Minh N. Do

Title

Journal

Author(s)

Publication Date

Maskdiff: Modeling mask distribution with diffusion probabilistic model for few-shot instance segmentation

Minh-Quan Le

Tam V Nguyen

Trung-Nghia Le

Thanh-Toan Do

Minh N Do

...

2023/3/9

A Survey of IMU Based Cross-Modal Transfer Learning in Human Activity Recognition

arXiv preprint arXiv:2403.15444

Abhi Kamboj

Minh Do

2024/3/17

Prognostic value of optical coherence tomography (OCT) with machine learning for assessing clinical outcomes of otitis media

Alexander Ho

Qian Jiang

Katherine Peterson

Roxanne Link

Guillermo Monroy

...

2024/3/13

Modelling-based joint embedding of histology and genomics using canonical correlation analysis for breast cancer survival prediction

Artificial Intelligence in Medicine

Vaishnavi Subramanian

Tanveer Syeda-Mahmood

Minh N Do

2024/3/1

Making vision transformers truly shift-equivariant

arXiv preprint arXiv:2305.16316

Renan A Rojas-Gomez

Teck-Yian Lim

Minh N Do

Raymond A Yeh

2023/5/25

Improving the Robustness of 3D Human Pose Estimation: A Benchmark and Learning from Noisy Input

arXiv preprint arXiv:2312.06797

Trung-Hieu Hoang

Mona Zehni

Huy Phan

Minh N Do

2023/12/11

Smartphone clip-on instrument and microfluidic processor for rapid sample-to-answer detection of Zika virus in whole blood using spatial RT-LAMP

Weijing Wang

Hankeun Lee

Aaron M Jankelow

Trung-Hieu Hoang

Amanda Bacon

...

2023/3/16

Learning Adaptive Quantization Parameter for Consistent Quality Oriented Video Coding

Electronics

Tien Huu Vu

Minh Ngoc Do

Sang Quang Nguyen

Huy PhiCong

Thipphaphone Sisouvong

...

2023/12/6

Survival prediction of NLST lung cancer patients from radiomics and clinical data

Anh Leu

Vaishnavi Subramanian

Mary Dasso

Minh Do

Martha Menchaca

2023/3/2

Persistent Test-time Adaptation in Episodic Testing Scenarios

Trung-Hieu Hoang

Duc Minh Vo

Minh N. Do

2023/11/30

FedDCT: Federated Learning of Large Convolutional Neural Networks on Resource Constrained Devices Using Divide and Collaborative Training

IEEE Transactions on Network and Service Management

Quan Nguyen

Hieu H Pham

Kok-Seng Wong

Phi Le Nguyen

Truong Thao Nguyen

...

2023/9/12

Efficient human vision inspired action recognition using adaptive spatiotemporal sampling

IEEE Transactions on Image Processing

Khoi-Nguyen C Mac

Minh N Do

Minh P Vo

2023/8/31

Towards a comprehensive solution for a vision-based digitized neurological examination

IEEE journal of biomedical and health informatics

Trung-Hieu Hoang

Mona Zehni

Huaijin Xu

George Heintz

Christopher Zallek

...

2022/4/19

Multi-stream Fusion for Class Incremental Learning in Pill Image Classification

Tung-Trong Nguyen

Hieu H Pham

Phi Le Nguyen

Thanh Hung Nguyen

Minh Do

2022

Text query based traffic video event retrieval with global-local fusion embedding

Thang-Long Nguyen-Ho

Minh-Khoi Pham

Tien-Phat Nguyen

Hai-Dang Nguyen

Minh N Do

...

2022

Learnable polyphase sampling for shift invariant and equivariant convolutional networks

Advances in Neural Information Processing Systems

Renan A Rojas-Gomez

Teck-Yian Lim

Alex Schwing

Minh Do

Raymond A Yeh

2022/12/6

Inverting adversarially robust networks for image synthesis

Renan A Rojas-Gomez

Raymond A Yeh

Minh N Do

Anh Nguyen

2022

Action detection by exploiting motion in receptive fields

2022/12/6

Multimodal unrolled robust pca for background foreground separation

IEEE Transactions on Image Processing

Spencer Markowitz

Corey Snyder

Yonina C Eldar

Minh N Do

2022/5/11

Use of a convolutional neural network and quantitative ultrasound for diagnosis of fatty liver

Ultrasound in medicine & biology

Trong N Nguyen

Anthony S Podkowa

Trevor H Park

Rita J Miller

Minh N Do

...

2021/3/1

See List of Professors in Minh N. Do University(University of Illinois at Urbana-Champaign)

Co-Authors

H-index: 118
martin vetterli

martin vetterli

École Polytechnique Fédérale de Lausanne

H-index: 75
Gabriel Popescu

Gabriel Popescu

University of Illinois at Urbana-Champaign

H-index: 65
Alexander Schwing

Alexander Schwing

University of Illinois at Urbana-Champaign

H-index: 61
Zhi-Pei Liang

Zhi-Pei Liang

University of Illinois at Urbana-Champaign

H-index: 49
Mark Hasegawa-Johnson

Mark Hasegawa-Johnson

University of Illinois at Urbana-Champaign

H-index: 47
Kwanghoon Sohn

Kwanghoon Sohn

Yonsei University

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