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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Haoxian Zhang

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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. · 2 citations
Book Open access Jul 2026

CameraSquad: Achieving Content Consistency in Parallel Multi-Trajectory Camera-Controlled Video Generation

This work proposes CameraSquad, a multi-trajectory camera control framework that supports both single-trajectory and parallel multi-trajectory generation, and designs a dual-mode cross-view attention mechanism that maintains consistency across parallel trajectories while guaranteeing camera control precision.

Zhufeng Xu, Xuan Gao, Bailin Deng et al. · 0 citations

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