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CVPR Findings2026

Seen-to-Scene: Keep the Seen, Generate the Unseen for Video Outpainting

Inseok Jeon, Minhyeok Lee, Seunghoon Lee, Minseok Kang, Suhwan Cho, Sangyoun Lee

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Builds on11

  1. Denoising Diffusion Probabilistic ModelsJonathan Ho, Ajay Jain, Pieter AbbeelNeurIPS 2020 · 35,902 citations
  2. High-Resolution Image Synthesis with Latent Diffusion ModelsRobin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser et al.CVPR 2022 · 13,123 citations
  3. ProPainter: Improving Propagation and Transformer for Video InpaintingShangchen Zhou, Chongyi Li, Kelvin C. K. Chan, Chen Change LoyICCV 2023 · 205 citations
  4. Towards An End-to-End Framework for Flow-Guided Video InpaintingZhen Li, Chengze Lu, Jianhua Qin, Chun-Le Guo et al.CVPR 2022 · 136 citations
  5. Inertia-Guided Flow Completion and Style Fusion for Video InpaintingKaidong Zhang, Jingjing Fu, Dong LiuCVPR 2022 · 42 citations

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  5. VideoHandles: Editing 3D Object Compositions in Videos Using Video Generative PriorsJuil Koo, Paul Guerrero, Chun-Hao Paul Huang, Duygu Ceylan et al.CVPR 2025
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