Zhenhang Li — accepted AI-conference papers

2025

The Role of Video Generation in Enhancing Data-Limited Action Understanding

Wei Li, Dezhao Luo, Dongbao Yang, Zhenhang Li, Weiping Wang, Yu Zhou

IJCAI 2025

Video action understanding tasks in real-world scenarios often suffer from data limitations. In this paper, we address the data-limited action understanding problem by bridging data scarcity. We propose a novel method that leverages a text-to-video diffusion transformer to generate annotated data fo

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2024

TextCtrl: Diffusion-based Scene Text Editing with Prior Guidance Control

Weichao Zeng, Yan Shu, Zhenhang Li, Dongbao Yang, Yu Zhou

NeurIPS 2024spotlight

Centred on content modification and style preservation, Scene Text Editing (STE) remains a challenging task despite considerable progress in text-to-image synthesis and text-driven image manipulation recently. GAN-based STE methods generally encounter a common issue of model generalization, while Di…

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