Author

Min-Qi Wang

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Preprint Oct 2026

Connected Self Forcing: Beyond Local Learning in Video Autoregression

To stream long videos while maintaining visual quality and temporal consistency, Self Forcing mitigates exposure bias through self-rollout training on self-generated histories with key-value (KV) caching. To keep memory manageable, it detaches historical caches, preserving forward dependencies between chunks but severi...

Dong-Bin Zhang, Chao-Da Zheng, Kang-Jie Chen et al. · 0 citations

#artificial intelligence Preprint Sep 2026

VGGT-Diff: Visual Geometry Meets Diffusion for Sparse-View Novel View Synthesis

This work presents VGGT-Diff, a geometry-routed multi-view diffusion model for sparse-view novel view synthesis, and introduces robust geometry conditioning, combining training-time regularization with inference-time guidance for improved robustness.

Kang-Jie Chen, Xiang-Yu Li, Dong-Bin Zhang et al. · 0 citations