Vector Search

Embeddings, Similarity Search, Approximate Nearest Neighbors, Semantic Matching

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Scoured 20 posts in 9.3 ms

When More Cores Hurts: The Vector Database Scaling Paradox in HPC

 📌Embedding Retrieval  Content type: Academic
arxiv.org·

Meta's smart glasses companion app ships a complete, dormant face-recognition pipeline on a stock account.

 📌Embedding Retrieval
buchodi.com··Hacker News

Flash-GMM: A Memory-Efficient Kernel for Scalable Soft Clustering

 📇Vector Indexing  Content type: Academic
arxiv.org·

Aperon Technical Report: Hierarchical No-Pointer Tangent-Local Search for High-Dimensional Approximate Nearest Neighbors

 🗂️Vector Indexes  Content type: Academic
arxiv.org·

ANN Search: Recall What Matters

 📏ANN Benchmarks  Content type: Academic
arxiv.org·

Trajectory Geometry of Transformer Representations Across Layers

 📌Embedding Retrieval  Content type: Academic
arxiv.org·

Adaptive Calibration for Fair and Performant Facial Recognition

 📌Embedding Retrieval  Content type: Academic
arxiv.org·

Correlation Is Not Enough: Embedding Human Metadata for Individual Causal Discovery

 📌Embedding Retrieval  Content type: Academic
arxiv.org·

Puffin-Backed Vector Indexes: Attaching Approximate Nearest Neighbor Indexes to Apache Iceberg Snapshots for Compute-Disaggregated Query Engines

 🧊Iceberg  Content type: Academic
arxiv.org·

LLM-Guided ANN Index Optimization for Human-Object Interaction Retrieval

 📌Embedding Retrieval  Content type: Academic
arxiv.org·

GOPAgen: Motion-Aware and Efficient Agentic Long-Video Understanding with Structural Memory and Hierarchical Reasoning

 📌Embedding Retrieval  Content type: Academic
arxiv.org·

Cosine Misleads: Auxiliary Losses Reshape Vision Language Models, Not Their Latents

 📌Embedding Retrieval  Content type: Academic
arxiv.org·

Multilingual Coreference Resolution via Cycle-Consistent Machine Translation

 📌Embedding Retrieval  Content type: Academic
arxiv.org·

Class-Specific Branch Attention for Mitigating Gradient Interference under Class Imbalance

 📌Embedding Retrieval  Content type: Academic
arxiv.org·

Bridging the Semantic-Collaborative Gap: An Asymmetric Graph Architecture for Cold-Start Item Recommendation

 📌Embedding Retrieval  Content type: Academic
arxiv.org·

Knowledge Manifold: A Riemannian Geometric Framework for Semantic Mapping and Geodesic Analysis of Scientific Literature

 🔍Information Retrieval  Content type: Academic
arxiv.org·

Argus-Retriever: Vision-LLM Late-Interaction Retrieval with Region-Aware Query-Conditioned MoE for Visual Document Retrieval

 🔍Information Retrieval  Content type: Academic
arxiv.org·

Fine-grained Fragment Retrieval in Multi-modal Long-form Dialogues

 📌Embedding Retrieval  Content type: Academic
arxiv.org·

Unsupervised Pattern Analysis in Japanese Veterinary Toxicology: A Regulatory-Compliant Framework for Cross-Species Risk Assessment

 📌Embedding Retrieval  Content type: Academic
arxiv.org·

DPDL: Towards Differential Privacy Preservation in Decentralized Stochastic Learning on Non-IID Data

 🎲Probability  Content type: Academic
arxiv.org·

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