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🧮 Vector Embeddings

Semantic Search, Content Similarity, High-dimensional Indexing, Retrieval Systems

LLMs - Embeddings 01
dev.to·2d·
Discuss: DEV
🗂️Vector Search
SAT Requires Exhaustive Search
link.springer.com·1d·
Discuss: Hacker News
🧮Kolmogorov Complexity
Elucidating the Role of Feature Normalization in IJEPA
arxiv.org·10h
📊Learned Metrics
Understanding the Embedding Models on Hyper-relational Knowledge Graph
arxiv.org·10h
🕸️Graph Embeddings
E-VRAG: Enhancing Long Video Understanding with Resource-Efficient Retrieval Augmented Generation
arxiv.org·1d
📊Learned Metrics
Dataset Condensation with Color Compensation
arxiv.org·1d
🌈Color Science
Show HN: Using DSPy to enrich a dataset of the Nobel laureate network
blog.kuzudb.com·1d·
Discuss: Hacker News
📊Citation Graphs
Graph Embedding in the Graph Fractional Fourier Transform Domain
arxiv.org·1d
📊Spectral Graphs
Path-LLM: A Shortest-Path-based LLM Learning for Unified Graph Representation
arxiv.org·1d
🕸️Graph Embeddings
COLLAGE: Adaptive Fusion-based Retrieval for Augmented Policy Learning
arxiv.org·1d
🗂️Vector Search
Causal Disentanglement and Cross-Modal Alignment for Enhanced Few-Shot Learning
arxiv.org·10h
📊Learned Metrics
Likelihood Matching for Diffusion Models
arxiv.org·10h
🧠Machine Learning
Filtering with Self-Attention and Storing with MLP: One-Layer Transformers Can Provably Acquire and Extract Knowledge
arxiv.org·1d
🧠Machine Learning
Data Overdose? Time for a Quadruple Shot: Knowledge Graph Construction using Enhanced Triple Extraction
arxiv.org·10h
🔍Information Retrieval
Coherent Multimodal Reasoning with Iterative Self-Evaluation for Vision-Language Models
arxiv.org·10h
📊Learned Metrics
Personalized Recommendation of Dish and Restaurant Collections on iFood
arxiv.org·10h
🎛️Feed Filtering
AVPDN: Learning Motion-Robust and Scale-Adaptive Representations for Video-Based Polyp Detection
arxiv.org·10h
🧠Machine Learning
MMRAG-DocQA: A Multi-Modal Retrieval-Augmented Generation Method for Document Question-Answering with Hierarchical Index and Multi-Granularity Retrieval
arxiv.org·2d
📊Multi-vector RAG
LECTOR: LLM-Enhanced Concept-based Test-Oriented Repetition for Adaptive Spaced Learning
arxiv.org·10h
🤖Grammar Induction
Beyond Content: How Grammatical Gender Shapes Visual Representation in Text-to-Image Models
arxiv.org·10h
🔤Unicode Normalization
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