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Aug 2026
MVP: A Mobile 3D-Stacked VLM Accelerator for Efficient Video Understanding by Leveraging Dynamic Sparse Attention Patterns
MVP, a 3D-stacked VLM accelerator featuring context-aware sparse attention (CASA) and online workload-aware hybrid parallelism scheduling, is introduced, which prunes redundant attention computation FLOPS and adaptively balances computation across hybrid bonding (HB) based many-core NoC architecture.
Yifan Ding, Qianxu Wang, Dunshan Yu et al.
· International Symposium on L... · 0 citations