📊 Embeddings - emschwartz · Scour

Embeddings & Vector Search 🎯Vector Search

taoofmac.com·5d

MMEB-V3: Measuring the Performance Gaps of Omni-Modality Embedding Models 🕸️Sparse Embeddings

Introduction to Text Embeddings 📝Text Embeddings

What are embeddings? 🎯Embedding Models

vickiboykis.com·4d

Preconditioning Vectors: Making Elasticsearch VectorDB Better Binary Quantization work for every vector 🎯Vector Quantization

DB-KSVD: Scalable Alternating Optimization for Disentangling High-Dimensional Embedding Spaces 📉Embeddings Optimization

Multiple Additive Neural Networks for Structured and Unstructured Data 📊Vector Databases

ACPO: Anchor-Constrained Perceptual Optimization for Diffusion Models with No-Reference Quality Guidance 🔍AI Interpretability

ADE: Adaptive Dictionary Embeddings -- Scaling Multi-Anchor Representations to Large Language Models 🎯Embedding Models

Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation 📦Batch Embeddings

The Rashomon Effect for Visualizing High-Dimensional Data 📊Vector Databases

[1301.3781] Efficient Estimation of Word Representations in Vector Space 🎯Vector Search

KAConvNet: Kolmogorov-Arnold Convolutional Networks for Vision Recognition 🔢BitNet

PEPS: Positional Encoding Projected Sampling -- Extended 📦Batch Embeddings

Beyond N-gram: Data-Aware X-GRAM Extraction for Efficient Embedding Parameter Scaling 🎨Chroma

Learning to Rotate: Temporal and Semantic Rotary Encoding for Sequential Modeling 🧠LLM Inference

DiRe-RAPIDS: Topology-faithful dimensionality reduction at scale 🔍Vector Search Algorithms

Finding Meaning in Embeddings: Concept Separation Curves 📊ModernBERT

Geometric Analysis of Self-Supervised Vision Representations for Semantic Image Retrieval 🎯Vector Search

On the Properties of Feature Attribution for Supervised Contrastive Learning 🕸️Sparse Embeddings

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