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🧠 Learned Codecs

Neural Compression, Machine Learning, Rate-Distortion, Entropy Models

FGFP: A Fractional Gaussian Filter and Pruning for Deep Neural Networks Compression
arxiv.org·1d
📊Quantization
Show HN: Experimental HN Discussion to Animated Video Pipeline
youtube.com·8h·
Discuss: Hacker News
🎬Video Codecs
Optimizing training a GPT style Tokenizer with C++
justinhj.github.io·2d
⚙️Compression Benchmarking
Step3
stepfun.ai·12h·
Discuss: Hacker News
🌊Streaming Algorithms
Photon-Lines Tech Notes - July 2025
photonlines.substack.com·16h·
Discuss: Substack
🔍Vector Forensics
Efficient Sub-pixel Motion Compensation in Learned Video Codecs
arxiv.org·2d
🎥Streaming Codecs
Not everything needs GPT. Sometimes a simple equation will do
danielball.com·18h·
Discuss: Hacker News
🧠Machine Learning
Discrete Tokenization for Multimodal LLMs: A Comprehensive Survey
arxiv.org·4h
📝Text Parsing
I designed my own ridiculously fast game streaming video codec
themaister.net·3d·
Discuss: Lobsters, Hacker News
🎥Streaming Codecs
From zero to RAG engineer: 1200 hours of lessons so you don't repeat my mistakes
bytevagabond.com·1d·
Discuss: Hacker News
📄Text Chunking
(1) Fitting hierarchical models in genetics, (2) A Stan model that runs faster with 400,000 latent parameters, (3) Super-scalable penalized maximum likelihood i...
statmodeling.stat.columbia.edu·15h
🧮Kolmogorov Bounds
StepFun Built an Efficient and Cost-Effective LLM Storage Platform with JuiceFS
dev.to·1h·
Discuss: DEV
🌊Streaming Systems
Releasing open weights for FLUX.1 Krea
krea.ai·18h·
Discuss: Hacker News, r/LocalLLaMA
📊Learned Metrics
LLGuidance: Making Structured Outputs Go Brrr
guidance-ai.github.io·19h·
Discuss: Hacker News
📝Concrete Syntax
Causal Identification of Sufficient, Contrastive and Complete Feature Sets in Image Classification
arxiv.org·4h
🧠Machine Learning
Deriving Rope the Proper Way
nor-blog.pages.dev·10h·
Discuss: Hacker News
📐Linear Algebra
Investigating the Invertibility of Multimodal Latent Spaces: Limitations of Optimization-Based Methods
arxiv.org·4h
🧠Machine Learning
Morph: ChirpTransformer-based Encoder-decoder Co-design for Reliable LoRa Communication
arxiv.org·1d
🌊Streaming Compression
Different Types of Generative AI: Models, Tools, and Real-World Applications
dev.to·22h·
Discuss: DEV
🎧Learned Audio
Structured outputs with Amazon Nova: A guide for builders
aws.amazon.com·15h
💧Liquid Types
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