Ming-Hsuan Yang

Ming-Hsuan Yang

University of California, Merced

H-index: 157

North America-United States

About Ming-Hsuan Yang

Ming-Hsuan Yang, With an exceptional h-index of 157 and a recent h-index of 128 (since 2020), a distinguished researcher at University of California, Merced, specializes in the field of Computer Vision, Machine Learning, Artificial Intelligence.

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

VideoPrism: A Foundational Visual Encoder for Video Understanding

Gaga: Group Any Gaussians via 3D-aware Memory Bank

Consistency-Aware Anchor Pyramid Network for Crowd Localization

CSL: Class-Agnostic Structure-Constrained Learning for Segmentation Including the Unseen

Training Class-Imbalanced Diffusion Model Via Overlap Optimization

BEV-MAE: Bird’s Eye View Masked Autoencoders for Point Cloud Pre-training in Autonomous Driving Scenarios

Mansformer: Efficient Transformer of Mixed Attention for Image Deblurring and Beyond

Motion-adaptive Separable Collaborative Filters for Blind Motion Deblurring

Ming-Hsuan Yang Information

University

Position

Professor ; Research Scientist Google

Citations(all)

121947

Citations(since 2020)

74946

Cited By

74701

hIndex(all)

157

hIndex(since 2020)

128

i10Index(all)

480

i10Index(since 2020)

394

Email

University Profile Page

University of California, Merced

Google Scholar

View Google Scholar Profile

Ming-Hsuan Yang Skills & Research Interests

Computer Vision

Machine Learning

Artificial Intelligence

Top articles of Ming-Hsuan Yang

Title

Journal

Author(s)

Publication Date

VideoPrism: A Foundational Visual Encoder for Video Understanding

arXiv preprint arXiv:2402.13217

Long Zhao

Nitesh B Gundavarapu

Liangzhe Yuan

Hao Zhou

Shen Yan

...

2024/2/20

Gaga: Group Any Gaussians via 3D-aware Memory Bank

arXiv preprint arXiv:2404.07977

Weijie Lyu

Xueting Li

Abhijit Kundu

Yi-Hsuan Tsai

Ming-Hsuan Yang

2024/4/11

Consistency-Aware Anchor Pyramid Network for Crowd Localization

arXiv preprint arXiv:2212.04067

Xinyan Liu

Guorong Li

Yuankai Qi

Zhenjun Han

Qingming Huang

...

2022/12/8

CSL: Class-Agnostic Structure-Constrained Learning for Segmentation Including the Unseen

Proceedings of the AAAI Conference on Artificial Intelligence

Hao Zhang

Fang Li

Lu Qi

Ming-Hsuan Yang

Narendra Ahuja

2024/3/24

Training Class-Imbalanced Diffusion Model Via Overlap Optimization

arXiv preprint arXiv:2402.10821

Divin Yan

Lu Qi

Vincent Tao Hu

Ming-Hsuan Yang

Meng Tang

2024/2/16

BEV-MAE: Bird’s Eye View Masked Autoencoders for Point Cloud Pre-training in Autonomous Driving Scenarios

Proceedings of the AAAI Conference on Artificial Intelligence

Zhiwei Lin

Yongtao Wang

Shengxiang Qi

Nan Dong

Ming-Hsuan Yang

2024/3/24

Mansformer: Efficient Transformer of Mixed Attention for Image Deblurring and Beyond

arXiv preprint arXiv:2404.06135

Pin-Hung Kuo

Jinshan Pan

Shao-Yi Chien

Ming-Hsuan Yang

2024/4/9

Motion-adaptive Separable Collaborative Filters for Blind Motion Deblurring

arXiv preprint arXiv:2404.13153

Chengxu Liu

Xuan Wang

Xiangyu Xu

Ruhao Tian

Shuai Li

...

2024/4/19

Compression-Informed Video Super-Resolution

2024/1/18

Module-wise Adaptive Distillation for Multimodality Foundation Models

NeurIPS 2023, arXiv preprint arXiv:2310.04550

Chen Liang

Jiahui Yu

Ming-Hsuan Yang

Matthew Brown

Yin Cui

...

2023/10/6

Spatial-Temporal Multi-level Association for Video Object Segmentation

arXiv preprint arXiv:2404.06265

Deshui Miao

Xin Li

Zhenyu He

Huchuan Lu

Ming-Hsuan Yang

2024/4/9

Panda-70M: Captioning 70M Videos with Multiple Cross-Modality Teachers

arXiv preprint arXiv:2402.19479

Tsai-Shien Chen

Aliaksandr Siarohin

Willi Menapace

Ekaterina Deyneka

Hsiang-wei Chao

...

2024/2/29

AdaIR: Exploiting Underlying Similarities of Image Restoration Tasks with Adapters

arXiv preprint arXiv:2404.11475

Hao-Wei Chen

Yu-Syuan Xu

Kelvin CK Chan

Hsien-Kai Kuo

Chun-Yi Lee

...

2024/4/17

RAP-SAM: Towards Real-Time All-Purpose Segment Anything

arXiv preprint arXiv:2401.10228

Shilin Xu

Haobo Yuan

Qingyu Shi

Lu Qi

Jingbo Wang

...

2024/1/18

Video Timeline Modeling For News Story Understanding

Advances in Neural Information Processing Systems

Meng Liu

Mingda Zhang

Jialu Liu

Hanjun Dai

Ming-Hsuan Yang

...

2024/2/13

Dynamic Pre-training: Towards Efficient and Scalable All-in-One Image Restoration

arXiv preprint arXiv:2404.02154

Akshay Dudhane

Omkar Thawakar

Syed Waqas Zamir

Salman Khan

Fahad Shahbaz Khan

...

2024/4/2

Correcting Optical Aberration via Depth-Aware Point Spread Functions

IEEE Transactions on Pattern Analysis and Machine Intelligence

Jun Luo

Yunfeng Nie

Wenqi Ren

Xiaochun Cao

Ming-Hsuan Yang

2024/2/27

Taming Latent Diffusion Model for Neural Radiance Field Inpainting

arXiv preprint arXiv:2404.09995

Chieh Hubert Lin

Changil Kim

Jia-Bin Huang

Qinbo Li

Chih-Yao Ma

...

2024/4/15

Dual Associated Encoder for Face Restoration

Yu-Ju Tsai

Yu-Lun Liu

Lu Qi

Kelvin C.K. Chan

Ming-Hsuan Yang

2024

Beyond SOT: Tracking Multiple Generic Objects at Once

Christoph Mayer

Martin Danelljan

Ming-Hsuan Yang

Vittorio Ferrari

Luc Van Gool

...

2024/1

See List of Professors in Ming-Hsuan Yang University(University of California, Merced)

Co-Authors

H-index: 89
Narendra Ahuja

Narendra Ahuja

University of Illinois at Urbana-Champaign

H-index: 85
Xiaokang Yang

Xiaokang Yang

Shanghai Jiao Tong University

H-index: 75
David Kriegman

David Kriegman

University of California, San Diego

H-index: 60
Jia-Bin Huang

Jia-Bin Huang

Virginia Polytechnic Institute and State University

H-index: 37
Jongwoo Lim

Jongwoo Lim

Hanyang University

H-index: 35
Chao Ma

Chao Ma

Shanghai Jiao Tong University

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