3 papers
cs.CV2026
SoulX-FlashTalk: Real-Time Infinite Streaming of Audio-Driven Avatars via Self-Correcting Bidirectional Distillation
Le Shen, Qian Qiao, Tan Yu +7
Deploying massive diffusion models for real-time, infinite-duration, audio-driven avatar generation presents a significant engineering challenge, primarily due to the conflict betw…
cs.CV2025
Marrying Autoregressive Transformer and Diffusion with Multi-Reference Autoregression
Dingcheng Zhen, Qian Qiao, Xu Zheng +6
We introduce TransDiff, the first image generation model that marries Autoregressive (AR) Transformer with diffusion models. In this joint modeling framework, TransDiff encodes lab…
cs.CV2025
Teller: Real-Time Streaming Audio-Driven Portrait Animation with Autoregressive Motion Generation
Dingcheng Zhen, Shunshun Yin, Shiyang Qin +5
In this work, we introduce the first autoregressive framework for real-time, audio-driven portrait animation, a.k.a, talking head. Beyond the challenge of lengthy animation times,…