Author

Junliang Xing

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Preprint Sep 2026

Long-Tail Adaptive Flow Matching with Explicit Conditional Consistency Guidance for Precise Multimodal Face Synthesis

Although diffusion-based methods have substantially improved the controllability of multimodal face synthesis, their semantic alignment remains suboptimal because most existing approaches rely on implicit latent-space objectives to model the relationship between denoising variables and multimodal conditions. Such impli...

Yu-She Cao, Xue-Chao Zou, Xing Xi et al. · 0 citations

#artificial intelligence Preprint Aug 2026

LiveVVT: High-Fidelity Video Virtual Try-On in Real Time

LiveVVT is introduced, a rolling streaming diffusion framework that preserves bounded bidirectional modeling within causal recurrent generation, and a progressive distillation framework integrating bidirectional VVT learning, teacher-trajectory regression for causal few-step adaptation, and Collaborative Matching Disti...

Yu-She Cao, Shikun Feng, Ru-Xiang Duan et al. · 0 citations