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20242026
most citedvMCU: Coordinated Memory Management and Kernel Optimization for DNN Inference on MCUs

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cs.CV2026

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference

Shanghao Liu, Renze Chen, Size Zheng +4

Video diffusion transformers (vDiTs) generate high quality but pay quadratic self-attention cost, making inference prohibitive at video-token scales. The challenge is input-adaptiv…