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

Juyi Lin, Zhiqiang Lao, Jiali Cui +9

Hour-scale audio-visual question answering is constrained by a context dilemma: dense whole-recording encoding rapidly exhausts context limits, whereas uniform temporal compression…