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OmniShowcase: Omnidirectional Subject-Consistent Video Generation from Multi-View Images

Paper recorded by Signals 4 on 2026-10-26 in cs.CV. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-26 on arXiv · recorded by Signals 4 on 2026-10-27

Category: cs.CV · 计算机视觉 · first seen 2026-10-27

Abstract

Generating videos of a specific subject from a few reference images remains challenging when the camera reveals surfaces that are not visible in the input. Early subject-to-video (S2V) methods condition on a single reference image and must therefore infer the subject's unseen appearance and geometry as the viewpoint changes. To address this limitation, recent methods extend S2V to multiple referen

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#153 most recent of 756 cs.CV papers we have recorded · ↑ newer: Triage: Skip, Skim, or Refine Attention Tiles in Video Diffusion Trans · ↓ older: Printed and Scanned: Exposing the Fragility of Single-Image Morphing A
Cite this page: OmniShowcase: Omnidirectional Subject-Consistent Video Generation from Multi-View Images: the #153 most recent of 756 cs.CV papers we have recorded (as of 2026-10-26). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/omnishowcase-omnidirectional-subject-consistent-video-generation-from-multi-view.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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