📊 Quantization

Model Compression, Neural Networks, Precision Reduction, Efficient Inference

AI hardware reimagined for lower energy use
news.cornell.edu·13h·
Discuss: Hacker News
🔧Hardware Verification
Beyond Pixels: Validating Confidence in Image Segmentation Models
dev.to·33m·
Discuss: DEV
🧠Machine Learning
Long-time dynamics and universality of nonconvex gradient descent
arxiv.org·20h
🧠Machine Learning
Robustifying Diffusion-Denoised Smoothing Against Covariate Shift
arxiv.org·20h
📊Rate-Distortion Theory
Transformer Architecture
dev.to·1d·
Discuss: DEV
🔍Vector Forensics
Beyond Pixels: Ensuring Trustworthy AI Vision in High-Stakes Scenarios by Arvind Sundararajan
dev.to·16h·
Discuss: DEV
🧠Machine Learning
Merging Physics-Based Synthetic Data and Machine Learning for Thermal Monitoring of Lithium-ion Batteries: The Role of Data Fidelity
arxiv.org·1d
🌡️Preservation Thermodynamics
Logic Engines: Building Smarter AI with State-Based Truth Tables by Arvind Sundararajan
dev.to·1d·
Discuss: DEV
🔧Hardware Verification
Application of Machine Learning for Correcting Defect-induced Neuromorphic Circuit Inference Errors
arxiv.org·20h
🔧Hardware Verification
Spectral Bottleneck in Deep Neural Networks: Noise is All You Need
arxiv.org·1d
👂Psychoacoustic Coding
LAVa: Layer-wise KV Cache Eviction with Dynamic Budget Allocation
arxiv.org·1d
💻Local LLMs
HARP: Hallucination Detection via Reasoning Subspace Projection
arxiv.org·20h
🌳Context free grammars
Unlock 'Magic' Optimization: Smarter Search When Blindfolded by Arvind Sundararajan
dev.to·1d·
Discuss: DEV
🔍Search Indexing
Dynamic Relational Priming Improves Transformer in Multivariate Time Series
arxiv.org·20h
🧠Machine Learning
Intrinsic Dimension Estimating Autoencoder (IDEA) Using CancelOut Layer and a Projected Loss
arxiv.org·1d
🌀Riemannian Computing
Physics-informed sensor coverage through structure preserving machine learning
arxiv.org·1d
🧠Machine Learning
I built an LLM from Scratch in Rust (Just ndarray and rand)
github.com·2d·
Discuss: Hacker News, r/LLM, r/rust
🦀Rust Macros
Decoding Musical Origins: Distinguishing Human and AI Composers
arxiv.org·20h
🎼Computational Musicology
Dynamic Sensor Fusion and Predictive Modeling for Heavy Metal Contamination Mapping in Agricultural Soils
dev.to·10h·
Discuss: DEV
🏺Computational Archaeology
Beyond Bits: Unleashing Intelligence with Brain-Like Computing
dev.to·5h·
Discuss: DEV
🧠Neural Codecs