2026
OASIS: On-Demand Hierarchical Event Memory for Streaming Video Reasoning
CVPR 2026
Streaming video reasoning requires models to operate in a setting where history grows without bound while meaningful evidence remains scarce. In such a landscape, relevant signal is like an oasis -- small, critical, and easily lost in a desert of redundancy. Enlarging memory only widens the desert;