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Compress the Features, Keep the Timeline: SGWIB’s Case for Structure-Aware Video Bottlenecks

TL;DR for operators If a video-ranking model must compress a long sequence before deciding which moments deserve attention, the central design question is not simply how much information to remove. Compression can also change the relationships among temporal segments, and those relationships are part of what a ranking system uses to decide that one moment matters more than another. ...

October 4, 2026 · 7 min · Zelina