Xun Huang
Xun Huang has 2 papers in our library, in 2024–2025; often with Eli Shechtman, Mingyuan Zhou, Qiang Zhang.
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📄 2 works in our library · 🔗 Cited 206 times in our library · ⭐ Paper Stars ranking: #5602
Fields, topics and concepts
📚 Shelves 2The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksComputer Vision and Pattern Recognition · 2 works
Works by year
2020s
Papers
- From Slow Bidirectional to Fast Autoregressive Video Diffusion Models (2024 · 148 citations)
Most strong text-to-video diffusion models use bidirectional attention across all frames. As a result, no frame can be shown until the whole clip is denoised, and cost grows quadratically with length. This rules out streaming or interactive use. The authors present CausVid, which converts a pretrained bidirectional… - Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion (2025 · 146 citations)
Autoregressive video diffusion models build a video frame by frame. They are usually trained with Teacher Forcing or Diffusion Forcing, where the context frames are ground-truth or noised ground-truth. At inference, however, the model must condition on its own imperfect frames. This exposure bias causes errors to…
Co-authors here
Venues
- IEEE Computer Society Conference on Computer Vision and Pattern Recognition: IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2024
- Conference on Neural Information Processing Systems (NeurIPS): NeurIPS 2025
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