Abstract: With the rapid advancement of urbanization and intelligent transportation systems (ITSs), traffic surveillance has become essential for road safety, traffic management, and data-driven ...
⚡ The first token compression framework for VideoLLMs featuring dynamic frame budget allocation. LLaVA-OneVision token_compressor/vidcom2/models/llava.py LLaVA ...
Abstract: Recently, learned video compression (LVC) has shown superior performance under lowdelay configuration. However, the performance of learned bi-directional video compression (LBVC) still lags ...