Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

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Title
A Semi-Supervised Deep Clustering Pipeline for Mining Intentions From Texts Xinyu Chen Ian Beaver VLM 26 0 0 01 Feb 2022
An Adaptive Deep Clustering Pipeline to Inform Text Labeling at Scale Xinyu Chen Ian Beaver VLM 128 1 0 01 Feb 2022
HCSC: Hierarchical Contrastive Selective Coding Yuanfan Guo Minghao Xu Jiawen Li Bingbing Ni Xuanyu Zhu Zhenbang Sun Yi Tian Xu 73 73 0 01 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 76 2 0 31 Jan 2022
Empirical complexity of comparator-based nearest neighbor descent Jacob D. Baron R. Darling 62 6 0 30 Jan 2022
GARNET: Reduced-Rank Topology Learning for Robust and Scalable Graph Neural Networks Chenhui Deng Xiuyu Li Zhuobo Feng Zhiru Zhang AAML 109 24 0 30 Jan 2022
Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval Uri Alon Frank F. Xu Junxian He Sudipta Sengupta Dan Roth Graham Neubig RALM 134 63 0 28 Jan 2022
CsFEVER and CTKFacts: Acquiring Czech data for fact verification Herbert Ullrich Jan Drchal Martin Rýpar Hana Vincourová Václav Moravec HILM 77 9 0 26 Jan 2022
CodeRetriever: Unimodal and Bimodal Contrastive Learning for Code Search Xiaonan Li Yeyun Gong Yelong Shen Xipeng Qiu Hang Zhang Bolun Yao Weizhen Qi Daxin Jiang Weizhu Chen Nan Duan OffRL 106 28 0 26 Jan 2022
Cold Start Active Learning Strategies in the Context of Imbalanced Classification Etienne Brangbour P. Bruneau T. Tamisier Stéphane Marchand-Maillet AI4CE 53 2 0 25 Jan 2022
Text and Code Embeddings by Contrastive Pre-Training Arvind Neelakantan Tao Xu Raul Puri Alec Radford Jesse Michael Han ... Tabarak Khan Toki Sherbakov Joanne Jang Peter Welinder Lilian Weng SSL AI4TS 392 444 0 24 Jan 2022
Artefact Retrieval: Overview of NLP Models with Knowledge Base Access Vilém Zouhar Marius Mosbach Debanjali Biswas Dietrich Klakow KELM 85 4 0 24 Jan 2022
On-Device Learning with Cloud-Coordinated Data Augmentation for Extreme Model Personalization in Recommender Systems Renjie Gu Chaoyue Niu Yikai Yan Fan Wu Shaojie Tang Rongfeng Jia Chengfei Lyu Guihai Chen 66 9 0 24 Jan 2022
Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models Suraj Nair Eugene Yang Dawn J Lawrie Kevin Duh Paul McNamee Kenton W. Murray J. Mayfield Douglas W. Oard RALM 68 46 0 20 Jan 2022
Tutela: An Open-Source Tool for Assessing User-Privacy on Ethereum and Tornado Cash Mike Wu Will McTighe Kaili Wang István András Seres Nick Bax ... Federico Carrone Tomás De Mattey Herman O. Demaestri Mariano Nicolini Pedro Fontana 121 19 0 18 Jan 2022
Memory-assisted prompt editing to improve GPT-3 after deployment Aman Madaan Niket Tandon Peter Clark Yiming Yang KELM 76 0 0 16 Jan 2022
Reasoning over Hybrid Chain for Table-and-Text Open Domain QA Wanjun Zhong Junjie Huang Qianchu Liu Ming Zhou Jiahai Wang Jian Yin Nan Duan LMTD ReLM LRM 74 12 0 15 Jan 2022
Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings Peng Wang Xin Xie Xiaohan Wang Ningyu Zhang RALM 115 18 0 14 Jan 2022
A Thousand Words Are Worth More Than a Picture: Natural Language-Centric Outside-Knowledge Visual Question Answering Feng Gao Q. Ping Govind Thattai Aishwarya N. Reganti Yingting Wu Premkumar Natarajan 63 17 0 14 Jan 2022
Optimizing Diffusion Rate and Label Reliability in a Graph-Based Semi-supervised Classifier B. Afonso Lilian Berton 38 3 0 10 Jan 2022
Sign Language Video Retrieval with Free-Form Textual Queries A. Duarte Samuel Albanie Xavier Giró-i-Nieto Gül Varol SLR 88 29 0 07 Jan 2022
BERN2: an advanced neural biomedical named entity recognition and normalization tool Mujeen Sung Minbyul Jeong Yonghwa Choi Donghyeon Kim Jinhyuk Lee Jaewoo Kang MedIm 86 102 0 06 Jan 2022
Secondary Use of Clinical Problem List Entries for Neural Network-Based Disease Code Assignment Markus Kreuzthaler Bastian Pfeifer Diether Kramer S. Schulz 8 0 0 27 Dec 2021
Cluster-guided Image Synthesis with Unconditional Models Markos Georgopoulos James Oldfield Grigorios G. Chrysos Yannis Panagakis GAN 77 6 0 24 Dec 2021
Cross Modal Retrieval with Querybank Normalisation Simion-Vlad Bogolin Ioana Croitoru Hailin Jin Yang Liu Samuel Albanie 98 90 0 23 Dec 2021
Sentence Embeddings and High-speed Similarity Search for Fast Computer Assisted Annotation of Legal Documents Hannes Westermann Jaromír Šavelka Vern R. Walker Kevin D. Ashley Karim Benyekhlef AILaw 48 25 0 21 Dec 2021
On Cross-Lingual Retrieval with Multilingual Text Encoders Robert Litschko Ivan Vulić Simone Paolo Ponzetto Goran Glavaš 79 38 0 21 Dec 2021
Efficient Wind Speed Nowcasting with GPU-Accelerated Nearest Neighbors Algorithm Arnaud Pannatier R. Picatoste Franccois Fleuret 29 4 0 20 Dec 2021
Product Re-identification System in Fully Automated Defect Detection Chenggui Sun Lingling Song 54 3 0 20 Dec 2021
Sparsifying Sparse Representations for Passage Retrieval by Top- $k$ Masking Jheng-Hong Yang Xueguang Ma Jimmy J. Lin 123 13 0 17 Dec 2021
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 245 928 0 16 Dec 2021
CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking George Zerveas Navid Rekabsaz Daniel Cohen Carsten Eickhoff 63 8 0 16 Dec 2021
GIMIRec: Global Interaction Information Aware Multi-Interest Framework for Sequential Recommendation Jie Zhang Ke-Jia Chen Jingqiang Chen AI4TS 79 0 0 16 Dec 2021
Learning To Retrieve Prompts for In-Context Learning Ohad Rubin Jonathan Herzig Jonathan Berant VPVLM RALM 96 709 0 16 Dec 2021
KAT: A Knowledge Augmented Transformer for Vision-and-Language Liangke Gui Borui Wang Qiuyuan Huang Alexander G. Hauptmann Yonatan Bisk Jianfeng Gao 75 161 0 16 Dec 2021
Rethinking Nearest Neighbors for Visual Classification Menglin Jia Bor-Chun Chen Zuxuan Wu Claire Cardie Serge Belongie Ser-Nam Lim SSL 89 10 0 15 Dec 2021
Faster Nearest Neighbor Machine Translation Shuhe Wang Jiwei Li Yuxian Meng Rongbin Ouyang Guoyin Wang Xiaoya Li Tianwei Zhang Shi Zong 45 12 0 15 Dec 2021
Large Dual Encoders Are Generalizable Retrievers Jianmo Ni Chen Qu Jing Lu Zhuyun Dai Gustavo Hernández Ábrego ... Vincent Zhao Yi Luan Keith B. Hall Ming-Wei Chang Yinfei Yang DML 172 464 0 15 Dec 2021
Knowledge-Rich Self-Supervision for Biomedical Entity Linking Sheng Zhang Hao Cheng Shikhar Vashishth Cliff Wong Jinfeng Xiao Xiaodong Liu Tristan Naumann Jianfeng Gao Hoifung Poon 79 42 0 15 Dec 2021
Boosted Dense Retriever Patrick Lewis Barlas Oğuz Wenhan Xiong Fabio Petroni Wen-tau Yih Sebastian Riedel MDE 50 17 0 14 Dec 2021
Learning to Retrieve Passages without Supervision Ori Ram Gal Shachaf Omer Levy Jonathan Berant Amir Globerson RALM 64 62 0 14 Dec 2021
ACE-BERT: Adversarial Cross-modal Enhanced BERT for E-commerce Retrieval Boxuan Zhang Chao Wei Yang Jin Weiru Zhang 48 2 0 14 Dec 2021
DeepDiffusion: Unsupervised Learning of Retrieval-adapted Representations via Diffusion-based Ranking on Latent Feature Manifold T. Furuya Ryutarou Ohbuchi DiffM 69 1 0 14 Dec 2021
Keyphrase Generation Beyond the Boundaries of Title and Abstract Krishna Garg Jishnu Ray Chowdhury Cornelia Caragea 80 15 0 13 Dec 2021
Accelerating Deep Learning Classification with Error-controlled Approximate-key Caching A. Finamore James W. Roberts Massimo Gallo Dario Rossi 52 10 0 13 Dec 2021
SLOSH: Set LOcality Sensitive Hashing via Sliced-Wasserstein Embeddings Yuzhe Lu Xinran Liu Andrea Soltoggio Soheil Kolouri 84 8 0 11 Dec 2021
Deep ViT Features as Dense Visual Descriptors Shirzad Amir Yossi Gandelsman Shai Bagon Tali Dekel MDE ViT 146 290 0 10 Dec 2021
Adaptive Methods for Aggregated Domain Generalization Xavier Thomas D. Mahajan A. Pentland Abhimanyu Dubey OOD 63 10 0 09 Dec 2021
Contrastive Learning with Large Memory Bank and Negative Embedding Subtraction for Accurate Copy Detection Shuhei Yokoo SSL 71 24 0 08 Dec 2021