If file sizes are given limits, the human brain outperforms computers at compressing the data needed to recreate an image. Your friend texts you a photo of the dog she’s about to adopt, but all ...

these models achieved remarkable compression rates on image and audio data, surpassing domain-specific compression algorithms such as PNG and FLAC by a substantial margin. “Chinchilla models ...

"LMCompress is a compression algorithm using large models (large language model for texts, large image model for images, etc.). It compresses texts more than two times better than classical ...

Some other image formats, such as PNG ... in the final information-retraining workflow of the JPEG compression algorithm. The result after quantization. The same quantization matrix is also ...

Image compression, once the domain of the PC, is becoming pervasive in embedded environments. This trend is largely a result of the increased processing Aspencore network ...

Image Compression Algorithms FIASCO—the fractal image and sequence codec—is intended as a replacement for JPEG and MPEG for very low bit rates (see Resources). It provides the following features: ...

Other than being a controversial example of machine-assisted visual expression, Stable Diffusion could have a future as a powerful image compression algorithm. Matthias Bühlmann, a self-described ...