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cs.CV2026

HunyuanVideo-HOMA: Generic Human-Object Interaction in Multimodal Driven Human Animation

Ziyao Huang, Zixiang Zhou, Juan Cao +9

To address key limitations in human-object interaction (HOI) video generation -- specifically the reliance on curated motion data, limited generalization to novel objects/scenarios…

cs.CV2026

StreamAvatar: Streaming Diffusion Models for Real-Time Interactive Human Avatars

Zhiyao Sun, Ziqiao Peng, Yifeng Ma +8

Real-time, streaming interactive avatars represent a critical yet challenging goal in digital human research. Although diffusion-based human avatar generation methods achieve remar…

cs.CV2026

UniAVGen: Unified Audio and Video Generation with Asymmetric Cross-Modal Interactions

Guozhen Zhang, Zixiang Zhou, Teng Hu +6

Due to the lack of effective cross-modal modeling, existing open-source audio-video generation methods often exhibit compromised lip synchronization and insufficient semantic consi…

cs.CV2026

Making Avatars Interact: Towards Text-Driven Human-Object Interaction for Controllable Talking Avatars

Youliang Zhang, Zhengguang Zhou, Zhentao Yu +11

Generating talking avatars is a fundamental task in video generation. Although existing methods can generate full-body talking avatars with simple human motion, extending this task…

cs.CV2026

ActAvatar: Temporally-Aware Precise Action Control for Talking Avatars

Ziqiao Peng, Yi Chen, Yifeng Ma +10

Despite significant advances in talking avatar generation, existing methods face critical challenges: insufficient text-following capability for diverse actions, lack of temporal a…

cs.CV2025

HunyuanVideo-Avatar: High-Fidelity Audio-Driven Human Animation for Multiple Characters

Yi Chen, Sen Liang, Zixiang Zhou +6

Recent years have witnessed significant progress in audio-driven human animation. However, critical challenges remain in (i) generating highly dynamic videos while preserving chara…