2 papers
cs.CV2025
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization
Ziyi Wang, Zhi Gao, Jin Chen +3
Domain generalization (DG) aims to learn a model from source domains and apply it to unseen target domains with out-of-distribution data. Owing to CLIP's strong ability to encode s…
cs.CV2025
VUDG: A Dataset for Video Understanding Domain Generalization
Ziyi Wang, Zhi Gao, Boxuan Yu +5
Video understanding has made remarkable progress in recent years, largely driven by advances in deep models and the availability of large-scale annotated datasets. However, existin…