LEAP: Learned Block-wise Evidence Retrieval for Long Audio-Video Perception.

arXiv:2609.39938v2 Announce Type: replace-cross Abstract: Hour-scale audio-visual question answering is constrained by a context dilemma: dense whole-recording encoding rapidly exhausts context limits, whereas uniform temporal compression severely dilutes fine