✅ Lossless Bounds

Compression Limits, Perfect Reconstruction, Information Theory, Entropy Coding

Data Compression with Relative Entropy Coding
arxiv.org·2d
📐Compression Mathematics
Portable Network Graphics (PNG) Specification (Third Edition)
w3.org·18h·
Discuss: Hacker News
🕸️WebP Analysis
Fast Rate Information-theoretic Bounds on Generalization Errors
arxiv.org·1d
⧗Information Bottleneck
Fully lifted \emph{blirp} interpolation -- a large deviation view
arxiv.org·10h
🌀Fractal Compression
Using Wavelets and Clustering to Predict Odd or Even Numbers: An Overengineered Approach with Pretty (But Confusing) Plots
dev.to·1h·
Discuss: DEV
🧠Machine Learning
Counting with Categories (Part 3)
golem.ph.utexas.edu·23h
λLambda Formalization
Video Compression for Spatiotemporal Earth System Data
arxiv.org·10h
📊Rate-Distortion Theory
SlimMoE: Structured Compression of Large MoE Models via Expert Slimming and Distillation
arxiv.org·1d
⚡Modern Compression
A large deviation view of \emph{stationarized} fully lifted blirp interpolation
arxiv.org·10h
📐Compression Bounds
LVPNet: A Latent-variable-based Prediction-driven End-to-end Framework for Lossless Compression of Medical Images
arxiv.org·1d
🧠Neural Compression
Floating-Point Data Transformation for Lossless Compression
arxiv.org·1d
🌊Streaming Compression
Greedy Is Good. Less Greedy May Be Better
gojiberries.io·14h·
Discuss: Hacker News
🧮Kolmogorov Complexity
How much slower is random access, really?
samestep.com·2d·
Discuss: Hacker News
📼Tape Encoding
From Zero to One: A Complete Guide to Implementing WeChat Sharing in HarmonyOS
dev.to·6h·
Discuss: DEV
⚡Modern Compression
Kernel Limit of Recurrent Neural Networks Trained on Ergodic Data Sequences
arxiv.org·1d
🧠Neural Codecs
Learning from Anatomy: Supervised Anatomical Pretraining (SAP) for Improved Metastatic Bone Disease Segmentation in Whole-Body MRI
arxiv.org·10h
🧠Machine Learning
Derandomizing Simultaneous Confidence Regions for Band-Limited Functions by Improved Norm Bounds and Majority-Voting Schemes
arxiv.org·1d
📐Error Bounds
How Alignment Shrinks the Generative Horizon
arxiv.org·1d
🔗Monadic Parsing
Algorithm Complexity: Time, Space, and Big-O Notation
dev.to·5h·
Discuss: DEV
🧮Kolmogorov Complexity
Show HN: TableSprint- Supabase alternative with vibe coding features
tablesprint.com·11h·
Discuss: Hacker News
📲Digitization