Author

Huaizu Jiang

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Preprint Sep 2026

ViRDM: Taming Representation Distribution Matching for Few-Step Causal Video Generation

Few-step autoregressive (AR) video diffusion enables low-latency streaming generation, but existing post-training methods predominantly rely on Distribution Matching Distillation (DMD), requiring both a large pretrained teacher and an online critic to estimate distributional discrepancies through diffusion scores. In t...

Zi-Chong Meng, Chong-Jian Ge, C. Huang et al. · 0 citations

Preprint Aug 2026

LumiTokens: 3D Relighting via Token-Space Lighting Transformation

LumiTokens is a framework that formulates 3D relighting as a direct transformation on latent scene tokens, without explicit 3D representations, rendering equations, or physics-based decomposition, and achieves comparable or superior relighting quality to other methods and supports progressive, composable lighting edits...

Yiwen Chen, Matheus Gadelha, Huai-Zu Jiang · 0 citations