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⧗ Information Bottleneck

Mutual Information, Compression Bounds, Feature Selection, Rate-Distortion Theory

A 20-Year-Old Algorithm Can Help Us Understand Transformer Embeddings
ai.stanford.edu·1h·
Discuss: Hacker News
🧮Vector Embeddings
Limits of message passing for node classification: How class-bottlenecks restrict signal-to-noise ratio
arxiv.org·1d
🧠Machine Learning
BW21-CBV-Kit——Home Video Monitoring and Playback System
hackster.io·14h
🎬Video Codecs
Optical generative models
nature.com·4h
🌈Holographic Archives
Comparing Six Deep Learning Feature Extractors for CBIR Tasks
hackernoon.com·13h
📊Learned Metrics
Why Stacking Sliding Windows Can't See Far
guangxuanx.com·15h·
Discuss: Hacker News
🧮Kolmogorov Complexity
Latent Self-Consistency for Reliable Majority-Set Selection in Short- and Long-Answer Reasoning
arxiv.org·16h
🧠Intelligence Compression
DualSparse-MoE: Coordinating Tensor/Neuron-Level Sparsity with Expert Partition and Reconstruction
arxiv.org·16h
🧠Machine Learning
Apparently it's easy to detect LLM-generated text now
papers.ssrn.com·1h·
Discuss: Hacker News
🔍Information Retrieval
How to Slow Down a Program? And Why it Can Be Useful.
stefan-marr.de·9h·
Discuss: Lobsters, Hacker News, r/programming
🚀Compiler Optimizations
Knowing or Guessing? Robust Medical Visual Question Answering via Joint Consistency and Contrastive Learning
arxiv.org·16h
🧠Machine Learning
Model Merging – A Biased Overview
crisostomi.github.io·3h·
Discuss: Hacker News
🔲Cellular Automata
Student-Teacher Distillation: A Complete Guide for Model Compression
dev.to·1d·
Discuss: DEV
📊Quantization
Learning ON Large Datasets Using Bit-String Trees
arxiv.org·1d
🗂️Vector Databases
Large Language Model-Based Automatic Formulation for Stochastic Optimization Models
arxiv.org·1d
🧠Machine Learning
Positional Embeddings in Transformers: A Math Guide to RoPE & ALiBi
towardsdatascience.com·1d
📐Geometric Hashing
Toward Robust Medical Fairness: Debiased Dual-Modal Alignment via Text-Guided Attribute-Disentangled Prompt Learning for Vision-Language Models
arxiv.org·16h
🤖Advanced OCR
After hours of iteration, I one-shotted a Web Search Agent
github.com·8h·
Discuss: Hacker News
🌀Brotli Internals
How AI Retrieves Anatomical Structures Using Vector Databases
hackernoon.com·11h
🗂️Vector Search
CPU Branch Prediction – Earliest Forms of Machine Learning
medium.com·3h·
Discuss: Hacker News
⚡CPU Microarchitecture
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