Guo Lu*

Free-VSC: Free Semantics from Visual Foundation Models for Unsupervised Video Semantic Compression

"Unsupervised video semantic compression (UVSC), i.e., compressing videos to better support various analysis tasks, has recently garnered attention. However, the semantic richness of previous methods remains limited, due to the single semantic learning objective, limited training data, etc. To addre…