✅ Lossless Bounds

Compression Limits, Perfect Reconstruction, Information Theory, Entropy Coding

Cross-Entropy. Intuition and Applications
hclimente.eu·2h·
Discuss: Hacker News
📈Entropy Estimation
Context Guided Transformer Entropy Modeling for Video Compression
arxiv.org·1d
🧠Learned Codecs
PQCSA: A Gentle Introduction to Code Based PKE
esat.kuleuven.be·2d
⚗️Algebraic Coding
(BT) Diversity from (LC) Diversity
golem.ph.utexas.edu·1d
🧮Kolmogorov Complexity
Extensions and Shadows (9)
sites.psu.edu·2d
✨Effect Handlers
Why Computer Science Is No Good, Redux
cacm.acm.org·1d
🎯Performance Proofs
Quantum physics protects videos from prying eyes and tampering
space.com·5h
⚛️Quantum Tape
How I Won the “Mostly AI” Synthetic Data Challenge
towardsdatascience.com·1h
🌊Streaming Algorithms
🎭 Compressing Human Faces with VAE vs VQ-VAE — A Deep Dive into Autoencoder Design
dev.to·1d·
Discuss: DEV
📊Quantization
LLM Inflation
tratt.net·15h·
Discuss: Hacker News
📊Compression Proofs
How To Solve Every Programming Problem
blog.codeminer42.com·7h
📐Interval Arithmetic
Real-time neural video codec – 100 FPS 1080p and 4K videos
github.com·1d·
Discuss: Hacker News
🧠Learned Codecs
SAT Requires Exhaustive Search
link.springer.com·2d·
Discuss: Hacker News
🧮Kolmogorov Complexity
Accelerating multiparametric quantitative MRI using self-supervised scan-specific implicit neural representation with model reinforcement
arxiv.org·1d
📊Quantization
A New Concurrent ML in Guile Scheme
wingolog.org·1d·
Discuss: Hacker News
🔄Lens Laws
Beyond Manually Designed Pruning Policies with Second-Level Performance Prediction: A Pruning Framework for LLMs
arxiv.org·1d
💻Local LLMs
Decomposition of Symmetrical Classes of Central Configurations
arxiv.org·22h
💎Information Crystallography
Mastering LLM Temperature: A Step-by-Step Guide
dev.to·10h·
Discuss: DEV
🧮Kolmogorov Bounds
LRQ-DiT: Log-Rotation Post-Training Quantization of Diffusion Transformers for Text-to-Image Generation
arxiv.org·22h
🤖Advanced OCR
Overcoming the Loss Conditioning Bottleneck in Optimization-Based PDE Solvers: A Novel Well-Conditioned Loss Function
arxiv.org·22h
🌀Riemannian Computing