De-An Huang

De-An Huang

Stanford University

H-index: 31

North America-United States

About De-An Huang

De-An Huang, With an exceptional h-index of 31 and a recent h-index of 30 (since 2020), a distinguished researcher at Stanford University, specializes in the field of Computer Vision, Robotics, Machine Learning, Bioinformatics.

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

Imitation learning system

What is Point Supervision Worth in Video Instance Segmentation?

Video instance segmentation

LITA: Language Instructed Temporal-Localization Assistant

Techniques for weakly supervised referring image segmentation

Neural network prompt tuning

Differentially Private Video Activity Recognition

Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition

De-An Huang Information

University

Position

___

Citations(all)

4316

Citations(since 2020)

3642

Cited By

1882

hIndex(all)

31

hIndex(since 2020)

30

i10Index(all)

39

i10Index(since 2020)

35

Email

University Profile Page

Stanford University

Google Scholar

View Google Scholar Profile

De-An Huang Skills & Research Interests

Computer Vision

Robotics

Machine Learning

Bioinformatics

Top articles of De-An Huang

Title

Journal

Author(s)

Publication Date

Imitation learning system

2021/3/18

What is Point Supervision Worth in Video Instance Segmentation?

arXiv preprint arXiv:2404.01990

Shuaiyi Huang

De-An Huang

Zhiding Yu

Shiyi Lan

Subhashree Radhakrishnan

...

2024/4/1

Video instance segmentation

Linjie Yang

Yuchen Fan

Ning Xu

2019

LITA: Language Instructed Temporal-Localization Assistant

arXiv preprint arXiv:2403.19046

De-An Huang

Shijia Liao

Subhashree Radhakrishnan

Hongxu Yin

Pavlo Molchanov

...

2024/3/27

Techniques for weakly supervised referring image segmentation

2024/1/11

Neural network prompt tuning

2024/3/21

Differentially Private Video Activity Recognition

Zelun Luo

Yuliang Zou

Yijin Yang

Zane Durante

De-An Huang

...

2024

Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition

Sihyun Yu

Weili Nie

De-An Huang

Boyi Li

Jinwoo Shin

...

2024

T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching

arXiv preprint arXiv:2402.14167

Zizheng Pan

Bohan Zhuang

De-An Huang

Weili Nie

Zhiding Yu

...

2024/2/21

Dr-Fairness: Dynamic Data Ratio Adjustment for Fair Training on Real and Generated Data

Transactions on Machine Learning Research

Yuji Roh

Weili Nie

De-An Huang

Steven Euijong Whang

Arash Vahdat

...

2023/3/3

Capturing fine-grained details for video-based automation of suturing skills assessment

International journal of computer assisted radiology and surgery

Andrew J Hung

Richard Bao

Idris O Sunmola

De-An Huang

Jessica H Nguyen

...

2023/3

Perada: Parameter-efficient and generalizable federated learning personalization with guarantees

arXiv preprint arXiv:2302.06637

Chulin Xie

De-An Huang

Wenda Chu

Daguang Xu

Chaowei Xiao

...

2023/2/13

ISB: Image-to-Image Schr\"odinger Bridge

arXiv preprint arXiv:2302.05872

Guan-Horng Liu

Arash Vahdat

De-An Huang

Evangelos A Theodorou

Weili Nie

...

2023/2/12

Deep Multimodal Fusion for Surgical Feedback Classification

Rafal Kocielnik

Elyssa Y Wong

Timothy N Chu

Lydia Lin

De-An Huang

...

2023/12/4

Re-vilm: Retrieval-augmented visual language model for zero and few-shot image captioning

arXiv preprint arXiv:2302.04858

Zhuolin Yang

Wei Ping

Zihan Liu

Vijay Korthikanti

Weili Nie

...

2023/2/9

Eureka: Human-level reward design via coding large language models

arXiv preprint arXiv:2310.12931

Yecheng Jason Ma

William Liang

Guanzhi Wang

De-An Huang

Osbert Bastani

...

2023/10/19

MP41-08 ADVANCED TECHNIQUES TO IMPROVE VIDEO-BASED AUTOMATION OF SUTURING SKILLS ASSESSMENT

The Journal of Urology

Andrew J Hung

Richard Bao

Idris O Sunmola

De-An Huang

Jessica H Nguyen

...

2022/5

Pre-trained language models for interactive decision-making

arXiv preprint arXiv:2202.01771

Shuang Li

Xavier Puig

Yilun Du

Clinton Wang

Linxi Fan

...

2022/2/3

MP41-03 COMPUTER VISION FOR SURGICAL ERRORS DETECTION DURING ROBOTIC TISSUE DISSECTION

The Journal of Urology

Rafal Kocielnik

Inhoo Lee

Jasper Laca

Sidney I Roberts

Jessica H Nguyen

...

2022/5

Test-time prompt tuning for zero-shot generalization in vision-language models

NeurIPS

Manli Shu

Weili Nie

De-An Huang

Zhiding Yu

Tom Goldstein

...

2022/9/15

See List of Professors in De-An Huang University(Stanford University)

Co-Authors

H-index: 144
Li Fei-Fei

Li Fei-Fei

Stanford University

H-index: 105
Silvio Savarese

Silvio Savarese

Stanford University

H-index: 74
Anima Anandkumar

Anima Anandkumar

California Institute of Technology

H-index: 62
Kris Kitani

Kris Kitani

Carnegie Mellon University

H-index: 56
Juan Carlos Niebles

Juan Carlos Niebles

Stanford University

H-index: 55
Chia-Wen Lin (林嘉文)

Chia-Wen Lin (林嘉文)

National Tsing Hua University

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