2 papers
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…
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…