Author

Fan Tang

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Jul 2026

StreamHOI: Interaction-aware Temporal Memory Adaptation for Streaming HOI Video Generation

StreamHOI, a low-latency streaming framework for long-duration HOI video generation, finds that the standard sink-local memory design faces a trade-off in streaming HOI generation, and different transformer blocks show different historical-memory preferences for HOI regions and surrounding regions.

Ze-Jing Rao, Haoxian Zhang, Xiao-Qiang Liu et al. · arXiv.org · 2 citations

Jul 2026

AgentHOI: Multi-Agent Reasoning for Human-Object-Interaction Video Generation via Implicit Representation Alignment

AgentHOI is proposed, a text-driven HOI video generation following a thinking-before-generation framework that bridges the gap between high-level textual intent and physical execution through multi-agent reasoning over perception, interaction, and motion planning.

Ziyao Huang, Shunkai Li, Juan Cao et al. · arXiv.org · 1 citation