Jul 2026
Beyond Frame Selection: Generative Latent Evidence Aggregation for Long-Video Understanding
Long-video understanding commonly compresses videos into a small set of frames or visual tokens for answer generation. Existing compact pipelines focus on retaining relevant visual content as explicit evidence. Yet making evidence available does not ensure that complementary cues across moments are integrated for answe...
Bowen Liu, Shuning Wang, Xinpeng Ding et al.
· arXiv.org · 0 citations