Tz-Ying (Gina) Wu

Brief Bio

I am a Ph.D. student in the Statistical Visual Computing Lab at UC San Diego, advised by Prof. Nuno Vasconcelos. My research interests are in the area of Computer Vision, Machine Learning, especially in Deep Learning. I reveiced my B.S. and M.S. from National Tsing Hua University.

Publications

ProTeCt: Prompt Tuning for Taxonomic Open Set Classification
Tz-Ying Wu*, Chih-Hui Ho*, Nuno Vasconcelos
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR)
Seattle, 2024
[ Preprint | BibTeX | Code ]

Single-Stage Visual Relationship Learning using Conditional Queries
Alakh Desai, Tz-Ying Wu, Subarna Tripathi, Nuno Vasconcelos
Advances in Neural Information Processing Systems (NeurIPS)
New Orleans, 2022
[ PDF | BibTeX ]

Class-Incremental Learning with Strong Pre-trained Models
Tz-Ying Wu, Gurumurthy Swaminathan, Zhizhong Li, Avinash Ravichandran, Nuno Vasconcelos, Rahul Bhotika, Stefano Soatto
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR)
New Orleans, 2022
[ Arxiv | Supplemental | BibTeX | Code ]

Learning of Visual Relations: The Devil is in the Tails
Tz-Ying Wu*, Alakh Desai*, Subarna Tripathi and Nuno Vasconcelos
IEEE International Conference on Computer Vision (ICCV)
Online, 2021
[ Website | Arxiv | Supplemental | BibTeX | Code ]

Solving Long-tailed Recognition with Deep Realistic Taxonomic Classiﬁer
Tz-Ying Wu, Pedro Morgado, Pei Wang, Chih-Hui Ho, Nuno Vasconcelos
European Conference on Computer Vision (ECCV)
Online, 2020
[ Website | Arxiv | Supplemental | BibTeX | Code ]

Explainable Object-induced Action Decision for Autonomous Vehicles
Yiran Xu, Xiaoyin Yang, Lihang Gong, Hsuan-Chu Lin, Tz-Ying Wu, Yungsheng Li, Nuno Vasconcelos
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR)
Online, 2020
[ Website | Arxiv | BibTeX | Code ]

Exploit Clues from Views: Self-Supervised and Regularized Learning for Multiview Object Recognition
Chih-Hui Ho, Bo Liu, Tz-Ying Wu, Nuno Vasconcelos
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR)
Online, 2020
[ Website | Arxiv | Supplemental | BibTeX | Code ]

Liquid Pouring Monitoring via Rich Sensory Inputs
Tz-Ying Wu*, Juan-Ting Lin*, Tsun-Hsuang Wang, Chan-Wei Hu, Juan Carlos Niebles, Min Sun
European Conference on Computer Vision (ECCV)
Munich, Germany, 2018

Anticipating Daily Intention using On-Wrist Motion Triggered Sensing
Tz-Ying Wu*, Ting-An Chien*, Cheng-Sheng Chan, Chan-Wei Hu, Min Sun
IEEE International Conference on Computer Vision (ICCV)
Venice, Italy, 2017

Education