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๐Ÿงฎ Vector Embeddings

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

LLMs - Embeddings 01
dev.toยท1dยท
Discuss: DEV
๐Ÿ—‚๏ธVector Search
SAT Requires Exhaustive Search
link.springer.comยท1dยท
Discuss: Hacker News
๐ŸงฎKolmogorov Complexity
E-VRAG: Enhancing Long Video Understanding with Resource-Efficient Retrieval Augmented Generation
arxiv.orgยท19h
๐Ÿ“ŠLearned Metrics
A Beginner's Guide to Skyline Queries
hackernoon.comยท4h
๐Ÿ“Range Queries
Dataset Condensation with Color Compensation
arxiv.orgยท19h
๐ŸŒˆColor Science
Lessons from Amazon S3 Vector Store and the Nuances of Hybrid Vector Storage
caylent.comยท1dยท
Discuss: Hacker News
๐Ÿ—‚๏ธVector Databases
Show HN: Using DSPy to enrich a dataset of the Nobel laureate network
blog.kuzudb.comยท21hยท
Discuss: Hacker News
๐Ÿ“ŠCitation Graphs
Path-LLM: A Shortest-Path-based LLM Learning for Unified Graph Representation
arxiv.orgยท19h
๐Ÿ•ธ๏ธGraph Embeddings
NeuralMorse โ€“ Reinventing Morse Code with Neural Networks
masatohagiwara.netยท4hยท
Discuss: Hacker News
๐Ÿ“Text Compression
COLLAGE: Adaptive Fusion-based Retrieval for Augmented Policy Learning
arxiv.orgยท19h
๐Ÿ—‚๏ธVector Search
Graph Embedding in the Graph Fractional Fourier Transform Domain
arxiv.orgยท19h
๐Ÿ“ŠSpectral Graphs
Filtering with Self-Attention and Storing with MLP: One-Layer Transformers Can Provably Acquire and Extract Knowledge
arxiv.orgยท19h
๐Ÿง Machine Learning
Remembrance Agent A continuously running automated information retrieval system
bradleyrhodes.comยท2hยท
Discuss: Hacker News
๐Ÿ”Information Retrieval
Understanding and Mitigating Political Stance Cross-topic Generalization in Large Language Models
arxiv.orgยท19h
๐Ÿ”Information Retrieval
MMRAG-DocQA: A Multi-Modal Retrieval-Augmented Generation Method for Document Question-Answering with Hierarchical Index and Multi-Granularity Retrieval
arxiv.orgยท1d
๐Ÿ“ŠMulti-vector RAG
Open Sourced: ML Interview Questions and Job List (Ranked by Comp and Culture)
github.comยท6hยท
Discuss: Hacker News
๐Ÿง Machine Learning
Text-Attributed Graph Anomaly Detection via Multi-Scale Cross- and Uni-Modal Contrastive Learning
arxiv.orgยท1d
๐Ÿ”Semantic Search
A Large-Scale Benchmark of Cross-Modal Learning for Histology and Gene Expression in Spatial Transcriptomics
arxiv.orgยท19h
๐Ÿ“ŠLearned Metrics
Trainable Dynamic Mask Sparse Attention
arxiv.orgยท19h
๐Ÿ“ŠLearned Metrics
Harnessing Textual Semantic Priors for Knowledge Transfer and Refinement in CLIP-Driven Continual Learning
arxiv.orgยท19h
๐Ÿ“ŠLearned Metrics
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