InfiniPot-V

Paper: InfiniPot-V: Memory-Constrained KV Cache Compression for Streaming Video Understanding Preprint: arXiv:2506.15745 Research reimplementation: aiha-lab/InfiniPot-V Series guide. For why a fixed retained KV cache differs from a bounded read over a growing archive, see the bounded-memory survey. The development-history hub places this shift in the complete series. Background Streaming video understanding is more constrained than offline long-video understanding. In offline settings, the model can see the whole video first, maybe even the user query first, and then decide how to compress tokens or KV cache. But in streaming settings: ...