IEEE

SparSynergy: Unlocking Flexible and Efficient DNN Acceleration Through Multi-Level Sparsity

Abstract: To more effectively address the computational and memory requirements of deep neural networks (DNNs), leveraging multi-level sparsity-including value-level and bit-level sparsity-has emerged ...
IEEE

A Multi-Level Patch Dataset for JPEG Image Quality Assessment by Absolute Binary Decision

Abstract: Image quality assessment (IQA) plays a fundamental role in evaluating image processing. Currently, JPEG AIC specifies the IQA methods, dividing them into three levels: AIC-1, 2, and 3. AIC-1 ...