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Author

Yiheng Zhu

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Preprint Sep 2026

SegBanana: Steering Unified Multimodal Models into Medical Segmenters

Medical image segmentation remains challenging in practical deployment, as models often struggle to generalize beyond the distributions covered by their training data and high-quality pixel-level annotations are typically unavailable for adaptation. Inspired by the cross-task transferability of large language models, w...

Xiao-Ye Liang, Ye Yan, Ming-Ze Yin 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
Preprint Aug 2026

MultiCube: Compositional 3D Generation With Part-Level Semantic and Spatial Control

Experiments demonstrate that the MultiCube method can generate high-quality compositional 3D objects with precise part-level control, including those with unique layouts difficult to achieve with text or image prompting alone.

Ava Pun, Kang-Le Deng, Yi-Heng Zhu et al. · 0 citations

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