Zhengze Xu — accepted AI-conference papers

2026

iTryOn: Mastering Interactive Video Virtual Try-On with Spatial-Semantic Guidance

Jun Zheng, Zhengze Xu, Mengting Chen, Wang Jing, Jinsong Lan, Xiaoyong Zhu +3

ICML 2026poster

Video Virtual Try-On (VVT) aims to seamlessly replace a garment on a person in a video with a new one. While existing methods have made significant strides in maintaining temporal consistency, they are predominantly confined to non-interactive scenarios where models merely showcase garments. This li…

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2024

SCTNet: Single-Branch CNN with Transformer Semantic Information for Real-Time Segmentation

Zhengze Xu, Dongyue Wu, Changqian Yu, Xiangxiang Chu, Nong Sang, Changxin Gao

AAAI 2024technical

Recent real-time semantic segmentation methods usually adopt an additional semantic branch to pursue rich long-range context. However, the additional branch incurs undesirable computational overhead and slows inference speed. To eliminate this dilemma, we propose SCTNet, a single branch CNN with tra…

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