Yuchao Gu

PhD student, National University of Singapore

I am currently a second-year (2022-now) Ph.D. student in the Department of Electronic & Computer Engineering, National University of Singapore (NUS), under the supervision of Prof. Mike Shou. Before that, I received master's degree in Nankai University in 2022, under the supervision of Prof. Ming-Ming Cheng.

I was a research intern in Tencent ARC Lab , working close to Dr. Xintao Wang.

Research interest

My research interests include generative modeling (low-level vision, multi-modal generation) and efficient deep-learning (neural architecture search).

News

Publications

Mix-of-Show: Decentralized Low-Rank Adaptation for Multi-Concept Customization of Diffusion Models
Yuchao Gu, Xintao Wang, Jay Zhangjie Wu, Yujun Shi, Yunpeng Chen, Zihan Fan, Wuyou Xiao, Rui Zhao, Shuning Chang, Weijia Wu, Yixiao Ge, Ying Shan and Mike Zheng Shou
Preprint, 2023
project page / paper / code / bibtex
Rethinking the Objectives of Vector-Quantized Tokenizers for Image Synthesis
Yuchao Gu, Xintao Wang, Yixiao Ge, Ying Shan, Xiaohu Qie and Mike Zheng Shou
Preprint, 2022
project page / paper / code / bibtex
Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation
Jay Zhangjie Wu, Yixiao Ge, Xintao Wang, Weixian Lei, Yuchao Gu, Wynne Hsu, Ying Shan, Xiaohu Qie and Mike Zheng Shou
Preprint, 2022
project page / paper
VQFR: Blind Face Restoration with Vector-Quantized Dictionary and Parallel Decoder
Yuchao Gu, Xintao Wang, Liangbin Xie, Chao Dong, Gen Li, Ying Shan and Ming-Ming Cheng
European Conference on Computer Vision (ECCV), 2022 (Oral)
project page / paper / code / bibtex
iNAS: Integral NAS for Device-Aware Salient Object Detection
Yuchao Gu, Shang-Hua Gao, Xu-Sheng Cao, Peng Du, Shao-Ping Lu and Ming-Ming Cheng
IEEE International Conference on Computer Vision (ICCV), 2021
paper / code / slide / poster / video / bibtex
DOTS: Decoupling Operation and Topology in Differentiable Architecture Search
Yuchao Gu, Li-Juan Wang, Yun Liu, Yi Yang, Yu-Huan Wu, Shao-Ping Lu and Ming-Ming Cheng
IEEE Computer Vision and Pattern Recognition Conference (CVPR), 2021
paper / code / slide / poster / video / bibtex
Pyramid Constrained Self-Attention Network for Fast Video Salient Object Detection
Yuchao Gu, Li-Juan Wang, Ziqin Wang, Yun Liu, Shao-Ping Lu and Ming-Ming Cheng
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2020
paper / code / poster / bibtex

Honors and Awards

Outstanding Graduates, Nankai University, 2022
Nankai - SK Hynix Outstanding Research Scholarship, 2022
The First Prize Gongneng Scholarship of graduate school, Nankai University, 2020-2022
National Scholarship of Ministry of Education, Government of China, 2018

Contact

You are very welcome to contact me regarding my research. I typically respond within a few days.
I can be contacted directly at yuchaogu9710 [at] gmail.com