Yuanhan Zhang (张 元瀚)

Hi! I'm Yuanhan Zhang, here is the standard Chinese pronunciation for my first name : Yuanhan, a Ph.D. candidate at MMLab@NTU, supervised by Prof. Ziwei Liu. My research interests lie on the computer vision and deep learning. Particularly, I am interested in representation learning and its transferable ability.

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Benchmarking Omni-Vision Representation through the Lens of Visual Realms
Yuanhan Zhang, Zhenfei Yin, Jing Shao, Ziwei Liu.
ECCV, 2022
PDF / Project Page / Leaderboard / Challenge:ImageNet1k-Pretrain Track / Challenge:Open-Pretrain Track / Dataset and Code GitHub Repo stars

New benchmark for evaluating pre-trained model; New supervised contrastive learning framework.

Neural Prompt Search
Yuanhan Zhang, Kaiyang Zhou, Ziwei Liu.
arXiv Preprint, 2022
PDF / Project Page / Code GitHub Repo stars

Searching prompt modules for parameter-efficient transfer learning.

Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy
Yuanhan Zhang, Qinghong Sun, Yichun Zhou, Zexin He,
Zhenfei Yin, Kun Wang, Lu Sheng, Yu Qiao, Jing Shao, Ziwei Liu.
arXiv Preprint, 2022
PDF / Project Page / Demo / Code GitHub Repo stars

4 times larger than ImageNet; 2 time larger than Object365; Built by active learning..

CelebA-Spoof: Large-Scale Face Anti-Spoofing Dataset with Rich Annotations
Yuanhan Zhang, Zhenfei Yin, Yidong Li, Guojun Yin, Junjie Yan, Jing Shao, Ziwei Liu.
ECCV, 2020
PDF / Dataset / Demo / Code GitHub Repo stars

Large-scale face-antispoofing Dataset.

  • Reviewer for ICCV/AAAI/NeurIPS
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Last updated in Nov. 2022.

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