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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Yi-Long Zhao

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2 papers indexed here

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Preprint Sep 2026

Improving Video Sparse Attention with Fine-grained Router and Sparse Rebasing

We present VSA2, a frontier trainable sparse attention for video DiTs. VSA2 includes a variety of new architectural features and training procedures that we apply across all stages of the DiT development cycle, including pretraining, RL, and inference, to produce a DiT with comparable or better quality than a full atte...

Pei-Yuan Zhang, Guo-Qiang Wei, Yi-Long Zhao et al. · 0 citations
Book Open access 2027

Breaking the Tradeoff: Elastic and Isolated GPU Sharing with GVM

GPUs are expensive resources but often underutilized. This inefficiency is exacerbated by the increasing diversity of AI workloads, where small or specialized models often fail to saturate high-capacity devices, necessitating GPU sharing. Existing sharing approaches force a hard tradeoff. They either partition hardware...

Yi-Cheng Liu, Yi-Fan Qiao, Tian Xia et al. · 0 citations

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