3 papers
cs.LG2025
SmoothCache: A Universal Inference Acceleration Technique for Diffusion Transformers
Joseph Liu, Joshua Geddes, Ziyu Guo +2
Diffusion Transformers (DiT) have emerged as powerful generative models for various tasks, including image, video, and speech synthesis. However, their inference process remains co…
cs.CV2025
StyleMotif: Multi-Modal Motion Stylization using Style-Content Cross Fusion
Ziyu Guo, Young Yoon Lee, Joseph Liu +3
We present StyleMotif, a novel Stylized Motion Latent Diffusion model, generating motion conditioned on both content and style from multiple modalities. Unlike existing approaches…
cs.CV2024
Artificial Intelligence for Biomedical Video Generation
Linyuan Li, Jianing Qiu, Anujit Saha +5
As a prominent subfield of Artificial Intelligence Generated Content (AIGC), video generation has achieved notable advancements in recent years. The introduction of Sora-alike mode…