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CVPR Findings2026

LoViC: Efficient Long Video Generation with Context Compression

Jiaxiu Jiang, Wenbo Li, Jingjing Ren, Yuping Qiu, Renjing Pei, Fenglong Song, Yong Guo, Xiaogang Xu, Han Wu, Wangmeng Zuo

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the full paper · 2 top-tier papers that cite it · related work

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Cited by top-tier papers2

  1. OneStory: Coherent Multi-Shot Video Generation with Adaptive MemoryZhaochong An, Menglin Jia, Haonan Qiu, Zijian Zhou et al.CVPR 2026 · 33 citations
  2. Video Analysis and Generation via a Semantic Progress FunctionGal Metzer, Sagi Polaczek, Ali Mahdavi-Amiri, Raja Giryes et al.SIGGRAPH 2026
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Builds on57

  1. High-Resolution Image Synthesis with Latent Diffusion ModelsRobin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser et al.CVPR 2022 · 13,123 citations
  2. Directly Denoising Diffusion ModelsDan Zhang, Jingjing Wang, Feng LuoICML 2024 · 11,724 citations
  3. BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language ModelsJunnan Li, Dongxu Li, Silvio Savarese, Steven C. H. HoiICML 2023 · 7,873 citations
  4. Scalable Diffusion Models with TransformersWilliam Peebles, Saining XieICCV 2023 · 5,568 citations
  5. Scaling Rectified Flow Transformers for High-Resolution Image SynthesisPatrick Esser, Sumith Kulal, Andreas Blattmann, Rahim Entezari et al.ICML 2024 · 3,620 citations

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