Yingfu Zhang

Towards Unified Human Perception and Machine Understanding: Token Flow Guided Compression Framework

With the rapid rise of Large Vision Language Models (LVLMs) for image understanding, the objective of image compression is gradually shifting from human visual perception to machine-oriented semantic understanding. However, conventional learned compression techniques are optimized for pixel-level fi