Abstract: Recent works on learned image compression perform encoding and decoding processes in a full-resolution manner, resulting in two problems when deployed for practical applications. First, ...
Abstract: This survey article focuses on the emerging connections between machine learning and data compression. While the fundamental limits of classical (lossy) data compression are well-established ...
USA Compression is on track for neutral free cash flow after distributions in 2025, a significant improvement versus historical deficits. The J-W Power acquisition is highly accretive, boosting 2026 ...