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📊 Vector Quantization

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

DINOv3: Single vision backbone outperforms specialized solutions on tasks
ai.meta.com·1d·
Discuss: Hacker News
🔄Lens Laws
Smooth Minimum for Signed Distance Fields (2013)
iquilezles.org·21h·
Discuss: Hacker News
🌀Differential Geometry
Hyperdimensional Tensor Network Encoding for Quantum Federated Learning
dev.to·21h·
Discuss: DEV
🕸️Tensor Networks
The fixed length bottleneck and the feed forward network
gilesthomas.com·20h·
Discuss: Hacker News
📊Quantization
Fast and Simple Multiclass Data Segmentation: An Eigendecomposition and Projection-Free Approach
arxiv.org·1d
📐Linear Algebra
Adaptive Fault-Tolerant Antenna Array Synthesis via Bayesian Optimization and Reinforcement Learning
dev.to·7h·
Discuss: DEV
🛡️Error Boundaries
DIVA-VQA: Detecting Inter-frame Variations in UGC Video Quality
arxiv.org·15h
📊Rate-Distortion Theory
NEURAL: Attention-Guided Pruning for Unified Multimodal Resource-Constrained Clinical Evaluation
arxiv.org·1d
🧠Machine Learning
Understanding the Core Concepts: From Data Mountains to Informative Peaks
dev.to·3d·
Discuss: DEV
📐Vector Dimensionality
Automated Exotic Particle Resonance Spectrum Prediction via Multi-Modal Data Fusion and Neural Network Optimization
dev.to·8h·
Discuss: DEV
🔍Vector Forensics
Efficient Integration of Multi-View Attributed Graphs for Clustering and Embedding
arxiv.org·1d
🕸️Graph Embeddings
Predictive Fault Diagnosis in Continuous Pharmaceutical Manufacturing via Hybrid Bayesian-LSTM Networks
dev.to·17h·
Discuss: DEV
🧠Machine Learning
Estimating carbon pools in the shelf sea environment: reanalysis or model-informed machine learning?
arxiv.org·15h
🧠Machine Learning
How I Explained Vector Embeddings to My Mom (And She Got It)
dev.to·2d·
Discuss: DEV
🧮Vector Embeddings
Adaptive Hierarchical Clustering via Dynamic Affinity Propagation with Kernel Resonance
dev.to·1d·
Discuss: DEV
🌊Spectral Clustering
Quantized Neural Network Pruning via Adaptive Stochastic Gradient Descent
dev.to·3d·
Discuss: DEV
📊Quantization
Nonlocal Monte Carlo via Reinforcement Learning
arxiv.org·15h
🔲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·15h
🎙️Whisper
Dynamic Workload Profiling via Federated Multimodal Anomaly Detection
dev.to·2h·
Discuss: DEV
👁️Observatory Systems
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