FluxMem: Adaptive Hierarchical Memory for Streaming Video Understanding

FluxMem is a new training-free framework for streaming video understanding that uses hierarchical memory compression to reduce computational costs. The system achieves state-of-the-art performance on video benchmarks while reducing latency by 69.9% and GPU memory usage by 34.5%.