A high-performance image compression algorithm is crucial for real-time information transmission across numerous fields. Despite rapid progress in image compression, computational inefficiency and ...

Abstract: In this paper, we address the limitations of current measures for estimating the lossless compression limits. Shannon entropy, while practical, assumes a known data distribution and does not ...

"""Context Compression demo for langchain-ai/how_to_fix_your_context PR. Tests REAL Headroom compression on realistic retriever tool outputs. No mocks. No API keys ...

Abstract: Aurora spectral image lossless compression has seen significant advancements in recent years. However, most compression algorithms are based on traditional image compression techniques, ...