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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Duo Su

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Preprint Oct 2026

SymRegFlow: Symmetry-Regularized Flow Matching for Video World Models

Flow-matching-based multi-view world models generate realistic videos, but are commonly restricted to fixed camera rigs. Extending them to continuously varying camera poses requires paired pose--video observations with dense pose coverage, which are costly to acquire. We introduce \emph{SymRegFlow}, a symmetry-regulari...

Xi Ye, Yu-Zhu Wang, Xiao-Yang Liu et al. · 0 citations
Preprint Aug 2026

Task-State Adaptation with Prototype Memory for Multi-Task Dense Prediction

MemMTL, a multi-task dense prediction framework that estimates a compact task state from global visual context and refines it through a learnable task-state prototype memory, is proposed.

Yang-Yang Xu, Haobo Yuan, Yu-Zhu Wang et al. · 0 citations

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