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📊 Vector Quantization

Codebook Learning, K-means Clustering, Compression, Product Quantization

How I Explained Vector Embeddings to My Mom (And She Got It)
dev.to·2d·
Discuss: DEV
🧮Vector Embeddings
Speaker Identification / Different Tones of Voice. [R]
reddit.com·3h·
Discuss: r/MachineLearning
🎵Audio ML
Adaptive Hierarchical Clustering via Dynamic Affinity Propagation with Kernel Resonance
dev.to·2d·
Discuss: DEV
🌊Spectral Clustering
Quantized Neural Network Pruning via Adaptive Stochastic Gradient Descent
dev.to·4d·
Discuss: DEV
📊Quantization
Nonlocal Monte Carlo via Reinforcement Learning
arxiv.org·23h
🔲Cellular Automata
MoSSDA: A Semi-Supervised Domain Adaptation Framework for Multivariate Time-Series Classification using Momentum Encoder
arxiv.org·2d
🧠Machine Learning
Layer-Wise Analysis of Self-Supervised Representations for Age and Gender Classification in Children's Speech
arxiv.org·23h
🎙️Whisper
Dynamic Workload Profiling via Federated Multimodal Anomaly Detection
dev.to·10h·
Discuss: DEV
👁️Observatory Systems
ViMoNet: A Multimodal Vision-Language Framework for Human Behavior Understanding from Motion and Video
arxiv.org·1d
🤖Advanced OCR
Accelerated SQL Query Optimization via Hybrid Evolutionary-Reinforcement Learning
dev.to·10h·
Discuss: DEV
🚀Query Optimization
Classifier Language Models: Unifying Sparse Finetuning and Adaptive Tokenization for Specialized Classification Tasks
arxiv.org·2d
🤖Grammar Induction
SingleStrip: learning skull-stripping from a single labeled example
arxiv.org·23h
🌀Differential Geometry
Superfast Low Rank Approximation
arxiv.org·3d
📐Compression Bounds
Structured Kernel Regression VAE: A Computationally Efficient Surrogate for GP-VAEs in ICA
arxiv.org·1d
📐Vector Dimensionality
A Vision-Language Pre-training Model-Guided Approach for Mitigating Backdoor Attacks in Federated Learning
arxiv.org·23h
🔍Vector Forensics
Hyper-Personalized Insurance Risk Assessment via Attentive Graph Neural Networks
dev.to·5h·
Discuss: DEV
🧠Machine Learning
A Chain of Diagnosis Framework for Accurate and Explainable Radiology Report Generation
arxiv.org·1d
🧠Machine Learning
Deep Learning in Classical and Quantum Physics
arxiv.org·23h
🕸️Tensor Networks
Exploiting Krylov Subspace Methods for Real-Time Sparse Linear Systems in High-Dimensional Signal Processing
dev.to·4d·
Discuss: DEV
⚡SIMD Vectorization
NZ1: A minimalist, dependency-free data compression algorithm
github.com·3d·
Discuss: Hacker News
🌊Streaming Compression
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