Yu-Chu Yu

I am currently a visiting student in the Vision Learning Lab (VLLab) at UC Merced, working with Prof. Ming-Hsuan Yang. I also work as a research assistant in the Vision Learning Lab (VLLab) at National Taiwan University EECS, advised by Prof. Yu-Chiang Frank Wang. My Primary research interests lie in Computer Vision, with a particular focus on multi-modal models' adaptability, continual learning, and open-domain 3D articulation synthesis.

Prior to my role at VLLab, I am a Machine Learning Engineer at Dcard, where I designed a recommendation system using machine learning algorithms for over 15 million users.

I completed my bachelor's and master's degrees in Computer Science from National Taiwan University, where I conducted research in the Computational Learning Lab under the supervision of Prof. Hsuan-Tien Lin.

Publications

Semi-Supervised Domain Adaptation with Source Label Adaptation

Yu-Chu Yu, Hsuan-Tien Lin

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023

Select and Distill: Selective Dual-Teacher Knowledge Transfer for Continual Learning on Vision-Language Models

Yu-Chu Yu, Chi-Pin Huang, Jr-Jen Chen, Kai-Po Chang, Yung-Hsuan Lai, Fu-En Yang, Yu-Chiang Frank Wang

European Conference on Computer Vision (ECCV), 2024

Rextime: A benchmark suite for reasoning-across-time in videos

Jr-Jen Chen, Yu-Chien Liao, Hsi-Che Lin, Yu-Chu Yu, Yen-Chun Chen, Yu-Chiang Frank Wang

Advances in Neural Information Processing Systems (NeurIPS), 2024

Towards Affordance-Aware Articulation Synthesis for Rigged Objects

Yu-Chu Yu, Chieh Hubert Lin, Hsin-Ying Lee, Chaoyang Wang, Yu-Chiang Frank Wang, Ming-Hsuan Yang

arXiv preprint arXiv:2501.12393