Xiaoqian Hu

Bisecle: Binding and Separation in Continual Learning for Video Language Understanding

Frontier vision-language models (VLMs) have made remarkable improvements in video understanding tasks. However, real-world videos typically exist as continuously evolving data streams (e.g., dynamic scenes captured by wearable glasses), necessitating models to continually adapt to shifting data dist…