2 papers
cs.LG2025
CoPHo: Classifier-guided Conditional Topology Generation with Persistent Homology
Gongli Xi, Ye Tian, Mengyu Yang +5
The structure of topology underpins much of the research on performance and robustness, yet available topology data are typically scarce, necessitating the generation of synthetic…
cs.CV2023
View while Moving: Efficient Video Recognition in Long-untrimmed Videos
Ye Tian, Mengyu Yang, Lanshan Zhang +5
Recent adaptive methods for efficient video recognition mostly follow the two-stage paradigm of "preview-then-recognition" and have achieved great success on multiple video benchma…