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⧗ Information Bottleneck

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

ABC: Adaptive BayesNet Structure Learning for Computational Scalable Multi-task Image Compression
arxiv.org·1d
🧠Learned Compression
Energy Costs of Communicating with AI
frontiersin.org·9h·
Discuss: Hacker News
💻Local LLMs
A Gentle Introduction to Multi-Head Attention and Grouped-Query Attention
machinelearningmastery.com·11h
🚀SIMD Text Processing
[2210.16877] On Rate-Distortion Theory in Capacity-Limited Cognition & Reinforcement Learning
arxiv.org·1d
🔲Cellular Automata
MLA: K/V cache compression with low-rank projection
huggingface.co·2d·
Discuss: Hacker News
📊Vector Quantization
A Unified Multimodal Approach to Speech Processing with LLMs
hackernoon.com·20h
🗣️CMU Pronouncing
Fundamental Limits of Multiple-Access Integrated Sensing and Communication Systems
arxiv.org·1d
📐Compression Bounds
Predicting Onflow Parameters Using Transfer Learning for Domain and Task Adaptation
arxiv.org·1d
📊Learned Metrics
Rust SIMD Programming: Accelerate Performance with Vectorized Instructions and Parallel Processing
dev.to·14h·
Discuss: DEV
🚀SIMD Parsing
Can All Knowledge Be Mined? A Formal Framework for φ^∞ Consequence Closure
researchgate.net·14h·
Discuss: Hacker News
🔢Denotational Semantics
Rademacher learning rates for iterated random functions
arxiv.org·2d
🧠Machine Learning
Enhancing Vector Quantization with Distributional Matching: A Theoretical and Empirical Study
arxiv.org·1d
📊Vector Quantization
Show HN: Searching 1B embeddings from disk in 15 ms on a single machine
blog.wilsonl.in·2d·
Discuss: Hacker News
🗂️Vector Databases
Intrinsic and Extrinsic Organized Attention: Softmax Invariance and Network Sparsity
arxiv.org·1d
🧠Machine Learning
Build a scalable AI video generator using Amazon SageMaker AI and CogVideoX
aws.amazon.com·11h
🌊Streaming Systems
Real-Time, Low-Latency Surveillance Using Entropy-Based Adaptive Buffering and MobileNetV2 on Edge Devices
arxiv.org·1d
🎥Streaming Codecs
Computer Vision’s Annotation Bottleneck Is Finally Breaking
towardsdatascience.com·1d
🤖Advanced OCR
Privacy-Shielded Image Compression: Defending Against Exploitation from Vision-Language Pretrained Models
arxiv.org·1d
🧠Learned Compression
Minimizing Communication for Parallel Symmetric Tensor Times Same Vector Computation
arxiv.org·1d
🕸️Tensor Networks
[R] KVzip: Query-agnostic KV Cache Eviction — 3~4× memory reduction and 2× lower decoding latency
reddit.com·2d·
Discuss: r/MachineLearning
⚙️Compression Benchmarking
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