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Video Encoders Built on Image Representations

Paper recorded by Signals 4 on 2026-10-05 in cs.CV. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-05 on arXiv · recorded by Signals 4 on 2026-10-06

Category: cs.CV · 计算机视觉 · first seen 2026-10-06

Abstract

The design of a video encoder determines when frames begin to interact and which frame-specific visual evidence remains accessible to the language model. Native video pathways couple neighboring frames during visual encoding, whereas image pathways preserve independently computed frame representations but incur a much larger visual-token cost when all image tokens are forwarded. We ask a basic que

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#364 most recent of 756 cs.CV papers we have recorded · ↑ newer: RealtimeWAM: One-Step Asynchronous World Action Models · ↓ older: MoSE3: Learning World-Space SE(3) at Every Pixel
Cite this page: Video Encoders Built on Image Representations: the #364 most recent of 756 cs.CV papers we have recorded (as of 2026-10-05). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/video-encoders-built-on-image-representations.html
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