Junyao Hu — accepted AI-conference papers

2026

Garments2Look: A Multi-Reference Dataset for High-Fidelity Outfit-Level Virtual Try-On with Clothing and Accessories

Junyao Hu, Zhongwei Cheng, Waikeung Wong, Xingxing Zou

CVPR 2026

Virtual try-on (VTON) has advanced single-garment visualization, yet real-world fashion centers on full outfits with multiple garments, accessories, fine-grained categories, layering, and diverse styling, remaining beyond current VTON systems. Existing datasets are category-limited and lack outfit d

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2024

ExtDM: Distribution Extrapolation Diffusion Model for Video Prediction

Zhicheng Zhang, Junyao Hu, Wentao Cheng, Danda Paudel, Jufeng Yang

CVPR 2024poster

Video prediction is a challenging task due to its nature of uncertainty especially for forecasting a long period. To model the temporal dynamics advanced methods benefit from the recent success of diffusion models and repeatedly refine the predicted future frames with 3D spatiotemporal U-Net. Howeve…

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