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cs.LG2026
CLiS: Plug-and-Play Attention Acceleration for Video Diffusion on TPUs via Certified Stabilization
Elisa Tsai, Shao-yu Huang, Daniel Mandragona +6
High-resolution video diffusion relies on attention over long token sequences, making attention efficiency critical to generation latency. Our analysis identifies repeated maximum…
cs.LG2025
Class-Proportional Coreset Selection for Difficulty-Separable Data
Elisa Tsai, Haizhong Zheng, Atul Prakash
High-quality training data is essential for building reliable and efficient machine learning systems. One-shot coreset selection addresses this by pruning the dataset while maintai…