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cs.CV2026
CORAL-KV: Compact Cross-Layer Prediction and Residual Coding for Autoregressive Video KV Caches
Albert Ge, Akash Haridas, Utkarsh Saxena +5
Autoregressive video diffusion models maintain a growing attention key-value (KV) cache, making memory a key bottleneck for long video generation. Recently, clustering-based quanti…
cs.CV2021
An Energy-Efficient Edge Computing Paradigm for Convolution-based Image Upsampling
Ian Colbert, Ken Kreutz-Delgado, Srinjoy Das
A novel energy-efficient edge computing paradigm is proposed for real-time deep learning-based image upsampling applications. State-of-the-art deep learning solutions for image ups…