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20242026
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cs.CV2026

TextOVSR: Text-Guided Real-World Opera Video Super-Resolution

Hua Chang, Xin Xu, Wei Liu +4

Many classic opera videos exhibit poor visual quality due to the limitations of early filming equipment and long-term degradation during storage. Although real-world video super-re…

cs.CV2025

Follow-Your-Emoji-Faster: Towards Efficient, Fine-Controllable, and Expressive Freestyle Portrait Animation

Yue Ma, Zexuan Yan, Hongyu Liu +11

We present Follow-Your-Emoji-Faster, an efficient diffusion-based framework for freestyle portrait animation driven by facial landmarks. The main challenges in this task are preser…

cs.CV2025

Towards Multiple Character Image Animation Through Enhancing Implicit Decoupling

Jingyun Xue, Hongfa Wang, Qi Tian +10

Controllable character image animation has a wide range of applications. Although existing studies have consistently improved performance, challenges persist in the field of charac…

cs.CV2024

Follow-Your-Canvas: Higher-Resolution Video Outpainting with Extensive Content Generation

Qihua Chen, Yue Ma, Hongfa Wang +7

This paper explores higher-resolution video outpainting with extensive content generation. We point out common issues faced by existing methods when attempting to largely outpaint…

cs.CV2024

Video-Language Alignment via Spatio-Temporal Graph Transformer

Shi-Xue Zhang, Hongfa Wang, Xiaobin Zhu +5

Video-language alignment is a crucial multi-modal task that benefits various downstream applications, e.g., video-text retrieval and video question answering. Existing methods eith…

cs.CV2024

Follow-Your-Emoji: Fine-Controllable and Expressive Freestyle Portrait Animation

Yue Ma, Hongyu Liu, Hongfa Wang +8

We present Follow-Your-Emoji, a diffusion-based framework for portrait animation, which animates a reference portrait with target landmark sequences. The main challenge of portrait…