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⧗ Information Bottleneck

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

The dynamics and geometry of choice in the premotor cortex
nature.com·18h
🔲Cellular Automata
Google/Videoprism
huggingface.co·20h·
Discuss: Hacker News
📊Learned Metrics
InfiniPot-V: Memory-Constrained KV Cache Compression for Streaming Video Understanding
arxiv.org·2d
⚡LZ4 Streaming
Conversational Intent-Driven GraphRAG: Enhancing Multi-Turn Dialogue Systems through Adaptive Dual-Retrieval of Flow Patterns and Context Semantics
arxiv.org·14h
🧮Prolog Parsing
Alleviating User-Sensitive bias with Fair Generative Sequential Recommendation Model
arxiv.org·14h
🎛️Feed Filtering
Language Bottleneck Models: A Framework for Interpretable Knowledge Tracing and Beyond
arxiv.org·2d
🧮Kolmogorov Complexity
Using Wavelets and Clustering to Predict Odd or Even Numbers: An Overengineered Approach with Pretty (But Confusing) Plots
dev.to·5h·
Discuss: DEV
🧠Machine Learning
MDeRainNet: An Efficient Macro-pixel Image Rain Removal Network
arxiv.org·1d
👁️Perceptual Hashing
Probabilistic and reinforced mining of association rules
arxiv.org·1d
🧠Learned Indexes
On the fast convergence of minibatch heavy ball momentum
arxiv.org·1d
🧮Kolmogorov Complexity
UltraSketchLLM: Saliency-Driven Sketching for Ultra-Low Bit LLM Compression
arxiv.org·1d
🗜️LZW Variants
Visual hallucination detection in large vision-language models via evidential conflict
arxiv.org·14h
📊Learned Metrics
Weakly Private Information Retrieval from Heterogeneously Trusted Servers
arxiv.org·2d
📊Compression Proofs
Guidance in the Frequency Domain Enables High-Fidelity Sampling at Low CFG Scales
arxiv.org·14h
👁️Perceptual Coding
A Simple but Accurate Approximation for Multivariate Gaussian Rate-Distortion Function and Its Application in Maximal Coding Rate Reduction
arxiv.org·1d
🧠Neural Compression
Learning from Anatomy: Supervised Anatomical Pretraining (SAP) for Improved Metastatic Bone Disease Segmentation in Whole-Body MRI
arxiv.org·14h
🧠Machine Learning
GLIMPSE: Gradient-Layer Importance Mapping for Prompted Visual Saliency Explanation for Generative LVLMs
arxiv.org·14h
📊Learned Metrics
A Principled Approach to Randomized Selection under Uncertainty
arxiv.org·14h
🌸Bloom Variants
A Random Matrix Analysis of In-context Memorization for Nonlinear Attention
arxiv.org·1d
🧠Machine Learning
Cross-sensor self-supervised training and alignment for remote sensing
arxiv.org·14h
📊Learned Metrics
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