Title
Machine learning and high dimensional vector search Matthijs Douze 75 0 0 24 Feb 2025
Scalable k-Means Clustering for Large k via Seeded Approximate Nearest-Neighbor Search Jack Spalding-Jamieson Eliot Wong Robson D. Zheng 83 0 0 10 Feb 2025
Lossless Compression of Vector IDs for Approximate Nearest Neighbor Search Daniel de Souza Severo Giuseppe Ottaviano Matthew Muckley Karen Ullrich Matthijs Douze MQ 56 0 0 16 Jan 2025
Qinco2: Vector Compression and Search with Improved Implicit Neural Codebooks Théophane Vallaeys Matthew Muckley Jakob Verbeek Matthijs Douze MQ 50 2 0 06 Jan 2025
LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search Elias Jääsaari Ville Hyvönen Teemu Roos 23 0 0 24 Oct 2024
DIMS: Distributed Index for Similarity Search in Metric Spaces Yifan Zhu Chengyang Luo Tang Qian Lu Chen Yunjun Gao Baihua Zheng 41 0 0 07 Oct 2024
Results of the Big ANN: NeurIPS'23 competition H. Simhadri Martin Aumüller Amir Ingber Matthijs Douze G. Williams ... Yizhuo Chen W. J. Zheng Zihao Wan Jie Yin Ben Huang 36 5 0 25 Sep 2024
DREW : Towards Robust Data Provenance by Leveraging Error-Controlled Watermarking Mehrdad Saberi Vinu Sankar Sadasivan Arman Zarei Hessam Mahdavifar S. Feizi 48 1 0 05 Jun 2024
Optimistic Query Routing in Clustering-based Approximate Maximum Inner Product Search Sebastian Bruch Aditya Krishnan F. M. Nardini 34 2 0 20 May 2024
SOAR: Improved Indexing for Approximate Nearest Neighbor Search Philip Sun David Simcha Dave Dopson Ruiqi Guo Sanjiv Kumar 24 5 0 31 Mar 2024
Vector search with small radiuses Gergely Szilvasy Pierre-Emmanuel Mazaré Matthijs Douze 50 1 0 16 Mar 2024
Theoretical and Empirical Analysis of Adaptive Entry Point Selection for Graph-based Approximate Nearest Neighbor Search Yutaro Oguri Yusuke Matsui 36 0 0 07 Feb 2024
Residual Quantization with Implicit Neural Codebooks Iris A. M. Huijben Matthijs Douze Matthew Muckley Ruud J. G. van Sloun Jakob Verbeek MQ 34 11 0 26 Jan 2024
BANG: Billion-Scale Approximate Nearest Neighbor Search using a Single GPU V. Karthik Saim Khan Somesh Singh H. Simhadri Jyothi Vedurada GNN 27 8 0 20 Jan 2024
The Faiss library Matthijs Douze Alexandr Guzhva Chengqi Deng Jeff Johnson Gergely Szilvasy Pierre-Emmanuel Mazaré Maria Lomeli Lucas Hosseini Hervé Jégou 46 147 0 16 Jan 2024
Simple, Scalable and Effective Clustering via One-Dimensional Projections Moses Charikar Monika Henzinger Lunjia Hu Maximilian Vötsch Erik Waingarten 29 2 0 25 Oct 2023
CAGRA: Highly Parallel Graph Construction and Approximate Nearest Neighbor Search for GPUs Hiroyuki Ootomo Akira Naruse Corey J. Nolet Ray Wang Tamas B. Fehér Yuanbo Wang GNN 38 20 0 29 Aug 2023
DeDrift: Robust Similarity Search under Content Drift Dmitry Baranchuk Matthijs Douze Yash Upadhyay I. Z. Yalniz 29 8 0 05 Aug 2023
A Near-Linear Time Algorithm for the Chamfer Distance Ainesh Bakshi Piotr Indyk Rajesh Jayaram Sandeep Silwal Erik Waingarten 17 5 0 06 Jul 2023
AdANNS: A Framework for Adaptive Semantic Search Aniket Rege Aditya Kusupati S. SharanRanjit Alan Fan Qingqing Cao Sham Kakade Prateek Jain Ali Farhadi 38 5 0 30 May 2023
ParlayANN: Scalable and Deterministic Parallel Graph-Based Approximate Nearest Neighbor Search Algorithms Magdalen Dobson Manohar Zheqi Shen G. Blelloch Laxman Dhulipala Yan Gu H. Simhadri Yihan Sun GNN 28 19 0 07 May 2023
Similarity search in the blink of an eye with compressed indices Cecilia Aguerrebere Ishwar Bhati Mark Hildebrand Mariano Tepper Ted Willke 23 29 0 07 Apr 2023
Odyssey: A Journey in the Land of Distributed Data Series Similarity Search Manos Chatzakis P. Fatourou Eleftherios Kosmas Themis Palpanas Botao Peng AI4TS 20 21 0 26 Jan 2023
Custom 8-bit floating point value format for reducing shared memory bank conflict in approximate nearest neighbor search Hiroyuki Ootomo Akira Naruse 18 1 0 17 Jan 2023
Automating Nearest Neighbor Search Configuration with Constrained Optimization Philip Sun Ruiqi Guo Surinder Kumar 33 7 0 04 Jan 2023
Two Is Better Than One: Dual Embeddings for Complementary Product Recommendations Giorgi Kvernadze P. A. Sudyanti N. Subedi Mohammadtaghi Hajiaghayi 30 2 0 28 Nov 2022
OOD-DiskANN: Efficient and Scalable Graph ANNS for Out-of-Distribution Queries Shikhar Jaiswal Ravishankar Krishnaswamy Ankit Garg H. Simhadri Sheshansh Agrawal 26 23 0 22 Oct 2022