首页/数据集/PSNR and CPU time with the same number of selected singular values.

PSNR and CPU time with the same number of selected singular values.

NIAID Data Ecosystem2026-03-10 收录

数据链接：

https://figshare.com/articles/dataset/PSNR_and_CPU_time_with_the_same_number_of_selected_singular_values_/4722154 数据链接链接失效反馈

官方服务：

资源简介：

PSNR and CPU time with the same number of selected singular values.

应用场景：

创建时间：

2017-03-03

相关数据集

Using SVD for Topic Modeling

主题建模

奇异值分解优化

The probabilistic topic model imposes a low-rank structure on the expectation of the corpus matrix. Therefore, singular value decomposition (SVD) is a natural tool of dimension reduction. We propose a

Taylor & Francis Group2022-10-11 更新50

Compression rate (bpp) corresponding to JPEG (bjp), WebP (bwb) and the proposed sparse representation (bsr), for the values of PSNR given in the 2nd column.

图像压缩性能评估

稀疏表示编解码

The corresponding values of MSSIM are given in the 3rd to 5th columns. ssjp, sswb, and sssr indicate the MSSIM produced by JPEG, WebP and the sparse representation codec respectively.

NIAID Data Ecosystem20

PSNR and CR values with different numbers of selected singular values.

图像压缩评估

奇异值分解优化

PSNR and CR values with different numbers of selected singular values.

Figshare2017-03-03 更新20

svd_attention

奇异值分解优化

注意力机制压缩

本对话为 SVD-Attention 项目的核心认知共识原始记录,完整覆盖从技术可行性论证到底层认知突破的全链条推导,所有结论均基于线性代数公理与可复现实验验证,无主观臆断内容。本次永久存档为后续项目研发、学术引用、产业落地提供原始依据。

Zenodo2026-03-31 更新40

Resuts of Classification of ImageNet Validation Set Before and After Compression by DAC and PDCTC

图像压缩性能评估

图像分类鲁棒性

This repository contains the results of the classification of ImageNet validation set (50,000 images, 1,000 classes) by 28 pre-trained CNNs before and after compression by Discrete Atomic Compression

Zenodo2026-05-31 更新20