A camera-controlled video world model must keep a scene consistent when the camera returns to it. Memories that render stored features into the target frame can turn depth and pose errors into ghosting or duplicated structure. Positional transport avoids that resampling by relocating a historical patch's address rather...
Zhu-Feng Xu, Heng-Lei Lv, Bai-Lin Deng et al.· 0 citations
EmotionDialogCN is introduced, a large-scale audiovisual-emotional dataset designed to capture authentic face-to-face communication and achieves an emotion distribution deviation from real human emotion statistics and consistent subject framing, translating into stable unimodal and multimodal performance across acousti...
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
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.· International Conference on...· 0 citations
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