2 papers
cs.AI2026
OmniRefine: Alignment-Aware Cooperative Compression for Efficient Omnimodal Large Language Models
Yuchen Deng, Zidang Cai, Hai-Tao Zheng +3
Omnimodal large language models (Omni-LLMs) show strong capability in audio-video understanding, but their practical deployment remains limited by high inference cost of long video…
cs.CV2026
FluentAvatar: Flicker-Free Talking-Head Animation via Phoneme-Guided Autoregressive Modeling
Yuchen Deng, Xiuyang Wu, Hai-Tao Zheng +3
Current talking-head generation has gradually shifted from GAN-based methods to diffusion-based paradigms, achieving remarkable progress in visual fidelity and temporal consistency…