The Portable Network Graphics (PNG) is a format for storing compressed raster graphics. The compression engine is based on the Deflate method [RFC1951], designed by PKWare and originally used in PKZIP.
a different approach to image optimization, based on how image data is stored in different formats. Let’s start with the JPEG format and a simple technique called the eight-pixel grid.
T. van Rozendaal, G. Sautière, and T. Cohen. (2020)cite arxiv:2005.04064Comment: Accepted as a CVPR 2020 workshop paper: Workshop and Challenge on Learned Image Compression (CLIC).
N. Tishby, and N. Zaslavsky. (2015)cite arxiv:1503.02406Comment: 5 pages, 2 figures, Invited paper to ITW 2015; 2015 IEEE Information Theory Workshop (ITW) (IEEE ITW 2015).
Y. Lin, S. Han, H. Mao, Y. Wang, and W. Dally. (2017)cite arxiv:1712.01887Comment: we find 99.9% of the gradient exchange in distributed SGD is redundant; we reduce the communication bandwidth by two orders of magnitude without losing accuracy.
Y. Lin, S. Han, H. Mao, Y. Wang, and W. Dally. (2017)cite arxiv:1712.01887Comment: we find 99.9% of the gradient exchange in distributed SGD is redundant; we reduce the communication bandwidth by two orders of magnitude without losing accuracy.