‘Neural texture compression’ might save gamers in a RAM-starved world

Intel and Nvidia show off how textures -- which take up a large chunk of PC games -- could be compressed to save you money ...

NVIDIA Neural Texture Compression Slashes VRAM Usage Over 80% In Games

Neural Texture Compression (NTC) optimized memory usage for either neural rendering or high-resolution texture and game data.
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Nvidia demos neural texture compression, claiming 85% less VRAM use

Nvidia researchers have proposed a neural compression method for material textures that, according to results reported in ...
IEEE

Multi-Source Domain Generalization for Learned Lossless Volumetric Biomedical Image Compression

Abstract: Learned lossless compression methods for volumetric biomedical images have achieved significant performance improvements compared with the traditional ones. However, they often perform ...
IEEE

Probabilistic Principal Component Analysis and Channel Attention for End-to-End Image Compression Optimization

Abstract: In recent years, deep learning has shown significant progress for image compression compared to traditional image compression methods. Although conventional standard-based methods are still ...