AnchorWeave is introduced, a memory-augmented video generation framework that replaces a single misaligned global memory with multiple clean local geometric memories and learns to reconcile their cross-view inconsistencies.
Zun Wang, Han Lin, Jaehong Yoon et al.· arXiv.org· 18 citations
V-Co, a systematic study of visual co-denoising in a unified JiT-based framework, outperforms the underlying pixel-space diffusion baseline and strong prior pixel-diffusion methods while using fewer training epochs, offering practical guidance for future representation-aligned generative models.
Han Lin, Xichen Pan, Zun Wang et al.· arXiv.org· 0 citations
VideoTreeSearch (VTS) is proposed, a framework that casts grounded LVQA as iterative self-correcting search over an adaptive temporal tree, and trains an agent to navigate the tree through four discrete operations: zoom_in, zoom_out, shift, and answer.
Ce Zhang, Ziyang Wang, Yu-Lu Pan et al.· arXiv.org· 0 citations
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