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.CV2024
AdaViPro: Region-based Adaptive Visual Prompt for Large-Scale Models Adapting
Mengyu Yang, Ye Tian, Lanshan Zhang +3
Recently, prompt-based methods have emerged as a new alternative `parameter-efficient fine-tuning' paradigm, which only fine-tunes a small number of additional parameters while kee…