8 papers
ArtChart: Faithful Artistic Chart Generation with Integrated Text Rendering
Meijia Huang, Yingjie Yin, Shihao Wang +1
Artistic charts combine data visualization with expressive marks, textures, and typography, but they are difficult for image generators: an output is useful only when its stylizati…
EchoTorrent: Towards Swift, Sustained, and Streaming Multi-Modal Video Generation
Rang Meng, Weipeng Wu, Yuming Li +1
Recent multi-modal video generation models have achieved high visual quality, but their prohibitive latency and limited temporal stability hinder real-time deployment. Streaming in…
EchoMimicV3: 1.3B Parameters are All You Need for Unified Multi-Modal and Multi-Task Human Animation
Rang Meng, Yan Wang, Weipeng Wu +3
Recent work on human animation usually incorporates large-scale video models, thereby achieving more vivid performance. However, the practical use of such methods is hindered by th…
EchoMimicV2: Towards Striking, Simplified, and Semi-Body Human Animation
Rang Meng, Xingyu Zhang, Yuming Li +1
Recent work on human animation usually involves audio, pose, or movement maps conditions, thereby achieves vivid animation quality. However, these methods often face practical chal…
Token Caching for Diffusion Transformer Acceleration
Jinming Lou, Wenyang Luo, Yufan Liu +5
Diffusion transformers have gained substantial interest in diffusion generative modeling due to their outstanding performance. However, their computational demands, particularly th…
Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency
Yutong Wang, Jiajie Teng, Jiajiong Cao +4
As a very common type of video, face videos often appear in movies, talk shows, live broadcasts, and other scenes. Real-world online videos are often plagued by degradations such a…