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Dian-xi Shi

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Preprint Sep 2026

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

This work proposes EC\textsuperscript{2}Face, a multimodal face synthesis framework that improves semantic alignment through explicit semantic supervision and distribution-aware optimization, and introduces Explicit Conditional Consistency Guidance (ECCG), which imposes direct consistency supervision in pixel space.

Yu-She Cao, Xue-Chao Zou, Xing Xi et al. · 0 citations
Preprint Aug 2026

UniVVT: A Unified End-to-End Framework for High-Fidelity Video Virtual Try-on

UniVVT is presented, a unified end-to-end framework that reframes VVT as semantically conditioned video generation, eliminating mask, pose, and warping modules at inference and validating implicit semantic guidance as a simple and effective alternative to fragile geometric preprocessing for end-to-end virtual try-on.

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

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