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The Faiss library

16 January 2024

Pierre-Emmanuel Mazaré

Papers citing "The Faiss library"

50 / 114 papers shown

Title
Measuring What Matters: Intrinsic Distance Preservation as a Robust Metric for Embedding Quality Steven N. Hart R. Maulik 55 0 0 31 Jul 2024
Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities Lorenzo Baraldi Federico Cocchi Marcella Cornia Lorenzo Baraldi Alessandro Nicolosi Rita Cucchiara 72 10 0 29 Jul 2024
An Empirical Comparison of Video Frame Sampling Methods for Multi-Modal RAG Retrieval Mahesh Kandhare Thibault Gisselbrecht 67 5 0 22 Jul 2024
Retrieval & Fine-Tuning for In-Context Tabular Models Valentin Thomas Junwei Ma Rasa Hosseinzadeh Keyvan Golestan Guangwei Yu M. Volkovs Anthony L. Caterini 83 19 0 07 Jun 2024
Visual place recognition for aerial imagery: A survey Ivan Moskalenko A. Kornilova Gonzalo Ferrer 90 2 0 02 Jun 2024
Tuning-free Universally-Supervised Semantic Segmentation Xiaobo Yang Xiaojin Gong VLM 67 2 0 23 May 2024
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research Jiajie Jin Yutao Zhu Xinyu Yang Chenghao Zhang Zhicheng Dou Chenghao Zhang Tong Zhao Zhao Yang Zhicheng Dou Ji-Rong Wen VLM 152 71 0 22 May 2024
DocReLM: Mastering Document Retrieval with Language Model Gengchen Wei Xinle Pang Tianning Zhang Yu Sun Xun Qian Chen Lin Han-Sen Zhong Wanli Ouyang RALM 62 0 0 19 May 2024
SciFIBench: Benchmarking Large Multimodal Models for Scientific Figure Interpretation Jonathan Roberts Kai Han N. Houlsby Samuel Albanie 75 16 0 14 May 2024
HoneyBee: A Scalable Modular Framework for Creating Multimodal Oncology Datasets with Foundational Embedding Models Aakash Tripathi Asim Waqas Yasin Yilmaz Ghulam Rasool 70 5 0 13 May 2024
MedDoc-Bot: A Chat Tool for Comparative Analysis of Large Language Models in the Context of the Pediatric Hypertension Guideline M. Y. Jabarulla S. Oeltze-jafra P. Beerbaum T. Uden LM&MA AI4MH 35 1 0 06 May 2024
Enhancing Surgical Robots with Embodied Intelligence for Autonomous Ultrasound Scanning Huan Xu Jinlin Wu Guanglin Cao Zhen Lei Zhen Chen Hongbin Liu 78 5 0 01 May 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 174 58 0 23 Apr 2024
Vector search with small radiuses Gergely Szilvasy Pierre-Emmanuel Mazaré Matthijs Douze 69 1 0 16 Mar 2024
Improving Medical Multi-modal Contrastive Learning with Expert Annotations Yogesh Kumar Pekka Marttinen MedIm VLM 77 11 0 15 Mar 2024
COOD: Combined out-of-distribution detection using multiple measures for anomaly & novel class detection in large-scale hierarchical classification L. E. Hogeweg R. Gangireddy D. Brunink Vincent J. Kalkman L. Cornelissen J. W. Kamminga OODD 57 6 0 11 Mar 2024
GEAR: An Efficient KV Cache Compression Recipe for Near-Lossless Generative Inference of LLM Hao Kang Qingru Zhang Souvik Kundu Geonhwa Jeong Zaoxing Liu Tushar Krishna Tuo Zhao MQ 157 94 0 08 Mar 2024
Reliable, Adaptable, and Attributable Language Models with Retrieval Akari Asai Zexuan Zhong Danqi Chen Pang Wei Koh Luke Zettlemoyer Hanna Hajishirzi Wen-tau Yih KELM RALM 102 61 0 05 Mar 2024
Pretrained Visual Uncertainties Michael Kirchhof Mark Collier Seong Joon Oh Enkelejda Kasneci UQCV 506 8 1 26 Feb 2024
Probabilistic Routing for Graph-Based Approximate Nearest Neighbor Search Kejing Lu Chuan Xiao Y. Ishikawa 39 2 0 17 Feb 2024
Theoretical and Empirical Analysis of Adaptive Entry Point Selection for Graph-based Approximate Nearest Neighbor Search Yutaro Oguri Yusuke Matsui 51 1 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 54 11 0 26 Jan 2024
RA-DIT: Retrieval-Augmented Dual Instruction Tuning Xi Lin Xilun Chen Mingda Chen Weijia Shi Maria Lomeli ... Jacob Kahn Gergely Szilvasy Mike Lewis Luke Zettlemoyer Scott Yih RALM 108 152 0 02 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 65 26 0 29 Aug 2023
Introducing ChatSQC: Enhancing Statistical Quality Control with Augmented AI Fadel M. Megahed Ying-Ju Chen Inez M. Zwetsloot S. Knoth D. Montgomery L. A. Jones‐Farmer 32 3 0 22 Aug 2023
SONAR: Sentence-Level Multimodal and Language-Agnostic Representations Paul-Ambroise Duquenne Holger Schwenk Benoît Sagot AI4TS VLM 103 69 0 22 Aug 2023
DeDrift: Robust Similarity Search under Content Drift Dmitry Baranchuk Matthijs Douze Yash Upadhyay I. Z. Yalniz 52 10 0 05 Aug 2023
Long-range Language Modeling with Self-retrieval Ohad Rubin Jonathan Berant RALM KELM 89 20 0 23 Jun 2023
The 2023 Video Similarity Dataset and Challenge Ed Pizzi Giorgos Kordopatis-Zilos Hiral Patel Gheorghe Postelnicu Sugosh Nagavara Ravindra A. Gupta Symeon Papadopoulos Giorgos Tolias Matthijs Douze 76 7 0 15 Jun 2023
DINOv2: Learning Robust Visual Features without Supervision Maxime Oquab Timothée Darcet Théo Moutakanni Huy Q. Vo Marc Szafraniec ... Hervé Jégou Julien Mairal Patrick Labatut Armand Joulin Piotr Bojanowski VLM CLIP SSL 375 3,489 0 14 Apr 2023
How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval Sheng-Chieh Lin Akari Asai Minghan Li Barlas Oğuz Jimmy J. Lin Yashar Mehdad Wen-tau Yih Xilun Chen 75 102 0 15 Feb 2023
REPLUG: Retrieval-Augmented Black-Box Language Models Weijia Shi Sewon Min Michihiro Yasunaga Minjoon Seo Rich James M. Lewis Luke Zettlemoyer Wen-tau Yih RALM VLM KELM 153 640 0 30 Jan 2023
Automating Nearest Neighbor Search Configuration with Constrained Optimization Philip Sun Ruiqi Guo Surinder Kumar 51 7 0 04 Jan 2023
OOD-DiskANN: Efficient and Scalable Graph ANNS for Out-of-Distribution Queries Shikhar Jaiswal Ravishankar Krishnaswamy Ankit Garg H. Simhadri Sheshansh Agrawal 68 26 0 22 Oct 2022
TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s Felix Chern Blake A. Hechtman Andy Davis Ruiqi Guo David Majnemer Surinder Kumar 139 24 0 28 Jun 2022
Falconn++: A Locality-sensitive Filtering Approach for Approximate Nearest Neighbor Search Ninh D. Pham Tao Liu 389 11 0 03 Jun 2022
Results of the NeurIPS'21 Challenge on Billion-Scale Approximate Nearest Neighbor Search H. Simhadri G. Williams Martin Aumüller Matthijs Douze Artem Babenko ... Lucas Hosseini Ravishankar Krishnaswamy Gopal Srinivasa Suhas Jayaram Subramanya Jingdong Wang NAI 57 51 0 08 May 2022
A Self-Supervised Descriptor for Image Copy Detection Ed Pizzi Sreya . Dutta Roy Sugosh Nagavara Ravindra Priya Goyal Matthijs Douze SSL 93 126 0 21 Feb 2022
Speed-ANN: Low-Latency and High-Accuracy Nearest Neighbor Search via Intra-Query Parallelism Zhen Peng Minjia Zhang Kai Li R. Jin Bin Ren 71 2 0 31 Jan 2022
Nearest neighbor search with compact codes: A decoder perspective Kenza Amara Matthijs Douze Alexandre Sablayrolles Hervé Jégou MQ 111 6 0 17 Dec 2021
Unsupervised Dense Information Retrieval with Contrastive Learning Gautier Izacard Mathilde Caron Lucas Hosseini Sebastian Riedel Piotr Bojanowski Armand Joulin Edouard Grave RALM 204 920 0 16 Dec 2021
The 2021 Image Similarity Dataset and Challenge Matthijs Douze Giorgos Tolias Ed Pizzi Zoe Papakipos L. Chanussot ... Maxim Maximov Laura Leal-Taixé Ismail Elezi Ondřej Chum Cristian Canton Ferrer 53 61 0 17 Jun 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 724 6,127 0 29 Apr 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 425 1,052 0 17 Apr 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 972 29,810 0 26 Feb 2021
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 387 18,866 0 13 Feb 2020
Generalization through Memorization: Nearest Neighbor Language Models Urvashi Khandelwal Omer Levy Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 174 842 0 01 Nov 2019
Unsupervised Neural Quantization for Compressed-Domain Similarity Search S. Morozov Artem Babenko 63 29 0 11 Aug 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
Deep Clustering for Unsupervised Learning of Visual Features Mathilde Caron Piotr Bojanowski Armand Joulin Matthijs Douze SSL 88 1,901 0 15 Jul 2018