🗄️ Vector Databases - gss123 · Scour

Embeddings of Reproducing Kernel Hilbert Spaces with General Weights 📉Embeddings Optimization

murtsu/visual_word_embeddings: Cross-lingual word embeddings trained on visual appearance alone. No tokenisation. No dictionary. Just what the word looks like. 📌Embedding Retrieval

github.com·1d·r/linux

Purifying Multimodal Retrieval: Fragment-Level Evidence Selection for RAG 🔍Information Retrieval

AttriBE: Quantifying Attribute Expressivity in Body Embeddings for Recognition and Identification 📉Embeddings Optimization

Icemap/duckdb-vector-index: A DuckDB extension providing HNSW, IVF, DiskANN, and SPANN vector indexes with FLAT, RaBitQ, PQ, and ScaNN quantizers for approximate nearest-neighbor search on ARRAY columns. 🗂️Vector Indexes

github.com·1d·Hacker News

Iterative Multimodal Retrieval-Augmented Generation for Medical Question Answering 🔍Information Retrieval

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

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

DiRe-RAPIDS: Topology-faithful dimensionality reduction at scale 📉Embeddings Optimization

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

CARD: Non-Uniform Quantization of Visual Semantic Unit for Generative Recommendation 📉Embeddings Optimization

The Rashomon Effect for Visualizing High-Dimensional Data 📇Vector Indexing

Assessing the impact of dimensionality reduction on clustering performance -- a systematic study 🔍Vector Search Algorithms

Efficient Listwise Reranking with Compressed Document Representations 🔍Vector Search Algorithms

BoomHQ: Learning to Boost Multiple Hybrid Queries on Vector DBMSs 💰Cost-Based Optimization

Faithfulness-QA: A Counterfactual Entity Substitution Dataset for Training Context-Faithful RAG Models 🔍Information Retrieval

CORAL: Adaptive Retrieval Loop for Culturally-Aligned Multilingual RAG 🔍Information Retrieval

High-dimensional Semi-supervised Classification via the Fermat Distance 🔍Vector Search Algorithms

CroSearch-R1: Better Leveraging Cross-lingual Knowledge for Retrieval-Augmented Generation 🔍Information Retrieval

Improving Robustness of Tabular Retrieval via Representational Stability 🔍Information Retrieval

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