✅ Lossless Bounds

Compression Limits, Perfect Reconstruction, Information Theory, Entropy Coding

Channel Simulation and Distributed Compression with Ensemble Rejection Sampling
arxiv.org·12h
⧗Information Bottleneck
Three Solutions to Nondeterminism in AI
blog.hellas.ai·4h·
Discuss: Hacker News
🎯Performance Proofs
Efficient and accurate search in petabase-scale sequence repositories
nature.com·38m
🔄Burrows-Wheeler
2D Phase Space Tomography: Validating MENT-Flow Against MENT Using 1D Projections
hackernoon.com·1d
🔗Tailscale
Introducing OpenZL: An Open Source Format-Aware Compression Framework
engineering.fb.com·2d·
Discuss: Lobsters, Hacker News, r/cpp, r/programming
⚡Modern Compression
SSDD: Single-Step Diffusion Decoder for Efficient Image Tokenization
github.com·21h·
Discuss: Hacker News
⚡Modern Compression
H1B-KV: Hybrid One-Bit Caches for Memory-Efficient Large Language Model Inference
arxiv.org·12h
💨Cache Optimization
The Mondrian introduction to functional optics
marcosh.github.io·1d·
Discuss: Lobsters, Hacker News
⟷Bidirectional Programming
Quantum capacity amplification via privacy
arxiv.org·1d
⚛️Quantum Compression
ECLipsE-Gen-Local: Efficient Compositional Local Lipschitz Estimates for Deep Neural Networks
arxiv.org·12h
🌀Riemannian Computing
JEPAs Unveiled: How Your AI Implicitly Knows Your Data's Secrets
dev.to·8h·
Discuss: DEV
🔍Vector Forensics
nnSAM2: nnUNet-Enhanced One-Prompt SAM2 for Few-shot Multi-Modality Segmentation and Composition Analysis of Lumbar Paraspinal Muscles
arxiv.org·12h
🤖Advanced OCR
VideoMiner: Iteratively Grounding Key Frames of Hour-Long Videos via Tree-based Group Relative Policy Optimization
arxiv.org·12h
⧗Information Bottleneck
Partial Information Decomposition via Normalizing Flows in Latent Gaussian Distributions
arxiv.org·1d
🧠Machine Learning
Fast Matrix Multiply on an Apple GPU
percisely.xyz·19h·
Discuss: Hacker News
⚡SIMD Vectorization
Quantifying the Accuracy-Interpretability Trade-Off in Concept-Based Sidechannel Models
arxiv.org·12h
🧠Machine Learning
Less Is More: Recursive Reasoning with Tiny Networks
github.com·1h·
Discuss: Hacker News
📊Quantization
Experimental Proof: MENT-Flow Achieves Consistency with MENT Solutions for Beam Reconstruction
hackernoon.com·1d
🧠Learned Codecs
Optimized Minimal 4D Gaussian Splatting
arxiv.org·1d
📐Projective Geometry
Parameterized Complexity of Temporal Connected Components: Treewidth and k-Path Graphs
arxiv.org·12h
🎨Graph Coloring