Yufei Cai — accepted AI-conference papers

2025

EfficientMT: Efficient Temporal Adaptation for Motion Transfer in Text-to-Video Diffusion Models

Yufei Cai, Hu Han, Yuxiang Wei, Shiguang Shan, Xilin Chen

ICCV 2025poster

The progress on generative models has led to significant advances on text-to-video (T2V) generation, yet the motion controllability of generated videos remains limited. Existing motion transfer approaches explored the motion representations of reference videos to guide generation. Nevertheless, thes…

Cited by 0 Source ↗PDF ↗code ↗Scholar ↗

2024

Decoupled Textual Embeddings for Customized Image Generation

Yufei Cai, Yuxiang Wei, Zhilong Ji, Jinfeng Bai, Hu Han, Wangmeng Zuo

AAAI 2024technical

Customized text-to-image generation, which aims to learn user-specified concepts with a few images, has drawn significant attention recently. However, existing methods usually suffer from overfitting issues and entangle the subject-unrelated information (e.g., background and pose) with the learned c…

Cited by 14 Source ↗PDF ↗code ↗Scholar ↗