Final-year PhD candidate in The Chinese University of Hong Kong
Under supervision of Prof. Xiaogang Wang and Prof Ping Luo.
I am currently a Senior Research Scientist at Tencent's ARC Lab. We have several open intern positions focused on controllable video and image generation. If you are interested, please feel free to contact me via email.
Email: zhaoyangzhang@link.cuhk.edu.hk
Publications
Musketeer (All for One, and One for All): A Generalist Vision-Language Model with Task Explanation Prompts
Zhaoyang Zhang Yantao Shen, Kunyu Shi, Zhaowei Cai, Jun Fang, Siqi Deng, Hao Yang, Davide Modolo, Zhuowen Tu, Stefano Soatto
Under Review
[PDF]
Real-time Controllable Denoising for Image and Video
Zhaoyang Zhang, Yitong Jiang, Wenqi Shao, Xiaogang Wang, Ping Luo, Kaimo Lin, Jinwei Gu
CVPR 2023
[PDF]
Not all models are equal: predicting model transferability in a self-challenging fisher space
Wenqi Shao, Xun Zhao, Yixiao Ge, Zhaoyang Zhang, Lei Yang, Xiaogang Wang, Ying Shan, Ping Luo
ECCV 2022
[PDF]
Dynamic Token Normalization Improves Vision Transformer
Wenqi Shao, Yixiao Ge, Zhaoyang Zhang, Xuyuan Xu, Xiaogang Wang, Ying Shan, Ping Luo
ICLR 2022
[PDF]
STAR: A Structure-aware Lightweight Transformer for Real-time Image Enhancemen
Zhaoyang Zhang, Yitong Jiang, Jun Jiang, Xiaogang Wang, Ping Luo, Jinwei Gu
ICCV 2021
[PDF]
Differentiable Dynamic Quantization with Mixed Precision and Adaptive Resolution
Zhaoyang Zhang, Wenqi Shao, Jinwei Gu, Xiaogang Wang, Ping Luo
ICML 2021 (Spotlight)
[PDF]
Differentiable learning-to-group channels via groupable convolutional neural networks
Zhaoyang Zhang, Jingyu Li, Wenqi Shao, Zhanglin Peng, Ruimao Zhang, Xiaogang Wang, Ping Luo
ICCV 2019
[PDF]
Temporal Sequence Distillation: Towards Few-Frame Action Recognition in Videos
Zhaoyang Zhang, Zhanghui Kuang, Ping Luo, Litong Feng, Wei Zhang
ACM Multimedia 2018
[PDF]
Boosting up Scene Text Detectors with Guided CNN
Xiaoyu Yue, Zhanghui Kuang, Zhaoyang Zhang, Zhenfang Chen, Pan He, Yu Qiao, Wei Zhang
BMVC 2018 (Oral)
[PDF]
BWCP: Probabilistic Learning-to-Prune Channels for ConvNets via Batch Whitening
Wenqi Shao, Hang Yu, Zhaoyang Zhang, Hang Xu ,Zhenguo Li, Ping Luo
Under Review
[PDF]
FAT: Learning Low-Bitwidth Parametric Representation via Frequency-Aware Transformation
Chaofan Tao, Rui Lin, Quan Chen, Zhaoyang Zhang, Ping Luo, Ngai Wong
IEEE Transactions on Neural Networks and Learning Systems
[PDF]
Adax: Adaptive gradient descent with exponential long term memory
Wenjie Li, Zhaoyang Zhang, Xinjiang Wang, Ping Luo
Under Review
[PDF]
Experience
2018.7 - 2019.7
Research Assistant, Multimedia Lab, The Chinese University of Hong Kong
Supervised by Prof. Ping Luo and Prof Hongsheng Li
2022.9 - 2023.3
Applied Scientist Intern, AWS AI Labs, Bellevue, US
Mentored by Dr. Yantao Shen and Prof. Zhuowen Tu