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Billion-scale similarity search with GPUs

Billion-scale similarity search with GPUs

IEEE Transactions on Big Data (TBD), 2017
28 February 2017
Jeff Johnson
Matthijs Douze
Edouard Grave
ArXiv (abs)PDFHTML

Papers citing "Billion-scale similarity search with GPUs"

50 / 2,113 papers shown
Title
Visual Coin-Tracking: Tracking of Planar Double-Sided Objects
Visual Coin-Tracking: Tracking of Planar Double-Sided ObjectsGerman Conference on Pattern Recognition (DAGM), 2019
Jonas Serych
Jirí Matas
91
1
0
07 Aug 2019
Cartoon Face Recognition: A Benchmark Dataset
Cartoon Face Recognition: A Benchmark Dataset
Yi Zheng
Yifan Zhao
Mengyuan Ren
He Yan
Xiangju Lu
Bo Peng
Jia Li
CVBM
168
3
0
31 Jul 2019
Finding Moments in Video Collections Using Natural Language
Finding Moments in Video Collections Using Natural Language
Victor Escorcia
Mattia Soldan
Josef Sivic
Guohao Li
Bryan C. Russell
148
11
0
30 Jul 2019
Tripartite Vector Representations for Better Job Recommendation
Tripartite Vector Representations for Better Job Recommendation
Mengshu Liu
Jingya Wang
Kareem E. Abdelfatah
M. Korayem
121
13
0
23 Jul 2019
ELI5: Long Form Question Answering
ELI5: Long Form Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Angela Fan
Yacine Jernite
Ethan Perez
David Grangier
Jason Weston
Michael Auli
AI4MHELM
423
727
0
22 Jul 2019
WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from
  Wikipedia
WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from WikipediaConference of the European Chapter of the Association for Computational Linguistics (EACL), 2019
Holger Schwenk
Vishrav Chaudhary
Shuo Sun
Hongyu Gong
Francisco Guzmán
CVBM
347
423
0
10 Jul 2019
Large Memory Layers with Product Keys
Large Memory Layers with Product KeysNeural Information Processing Systems (NeurIPS), 2019
Guillaume Lample
Alexandre Sablayrolles
MarcÁurelio Ranzato
Ludovic Denoyer
Edouard Grave
MoE
202
149
0
10 Jul 2019
Benchmarking unsupervised near-duplicate image detection
Benchmarking unsupervised near-duplicate image detectionExpert systems with applications (ESWA), 2019
Lia Morra
Fabrizio Lamberti
AAML
113
30
0
03 Jul 2019
Unsupervised Adversarial Graph Alignment with Graph Embedding
Unsupervised Adversarial Graph Alignment with Graph Embedding
Chaoqi Chen
Weiping Xie
Qifeng Bai
Yu Rong
Wenbing Huang
Xinghao Ding
Yue Huang
Junzhou Huang
83
15
0
01 Jul 2019
Pyramid: A General Framework for Distributed Similarity Search
Pyramid: A General Framework for Distributed Similarity Search
Shiyuan Deng
Xiao Yan
K. K. Ng
Chenyu Jiang
James Cheng
217
21
0
25 Jun 2019
An Empirical Comparison of FAISS and FENSHSES for Nearest Neighbor
  Search in Hamming Space
An Empirical Comparison of FAISS and FENSHSES for Nearest Neighbor Search in Hamming Space
Cun Mu
Binwei Yang
Zheng Yan
FedML
110
7
0
24 Jun 2019
Defending Against Adversarial Examples with K-Nearest Neighbor
Chawin Sitawarin
David Wagner
AAML
174
29
0
23 Jun 2019
Improving the robustness of ImageNet classifiers using elements of human
  visual cognition
Improving the robustness of ImageNet classifiers using elements of human visual cognitionInternational Conference on Learning Representations (ICLR), 2019
A. Orhan
Brenden M. Lake
VLM
131
5
0
20 Jun 2019
Efficient Set-Valued Prediction in Multi-Class Classification
Efficient Set-Valued Prediction in Multi-Class Classification
Thomas Mortier
Marek Wydmuch
Krzysztof Dembczyñski
Eyke Hüllermeier
Willem Waegeman
183
4
0
19 Jun 2019
Multi-Hop Paragraph Retrieval for Open-Domain Question Answering
Multi-Hop Paragraph Retrieval for Open-Domain Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Yair Feldman
Ran El-Yaniv
RALM
172
103
0
15 Jun 2019
Divide and Conquer the Embedding Space for Metric Learning
Divide and Conquer the Embedding Space for Metric LearningComputer Vision and Pattern Recognition (CVPR), 2019
A. Sanakoyeu
Vadim Tschernezki
U. Büchler
Bjorn Ommer
SSL
158
111
0
14 Jun 2019
Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index
Real-Time Open-Domain Question Answering with Dense-Sparse Phrase IndexAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Minjoon Seo
Jinhyuk Lee
Tom Kwiatkowski
Ankur P. Parikh
Ali Farhadi
Hannaneh Hajishirzi
RALM
224
161
0
13 Jun 2019
Large-scale Landmark Retrieval/Recognition under a Noisy and Diverse
  Dataset
Large-scale Landmark Retrieval/Recognition under a Noisy and Diverse Dataset
Kohei Ozaki
Shuhei Yokoo
161
36
0
10 Jun 2019
Large Scale Question Paraphrase Retrieval with Smoothed Deep Metric
  Learning
Large Scale Question Paraphrase Retrieval with Smoothed Deep Metric LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Daniele Bonadiman
Anjishnu Kumar
Arpit Mittal
100
13
0
29 May 2019
Billion-scale semi-supervised learning for image classification
Billion-scale semi-supervised learning for image classification
I. Z. Yalniz
Edouard Grave
Kan Chen
Manohar Paluri
D. Mahajan
SSL
325
475
0
02 May 2019
OpenEDS: Open Eye Dataset
OpenEDS: Open Eye Dataset
Stephan J. Garbin
Yiru Shen
Immo Schuetz
Robert Cavin
Gregory Hughes
S. Talathi
MDE
189
83
0
30 Apr 2019
Poly-encoders: Transformer Architectures and Pre-training Strategies for
  Fast and Accurate Multi-sentence Scoring
Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring
Samuel Humeau
Kurt Shuster
Marie-Anne Lachaux
Jason Weston
470
301
0
22 Apr 2019
Multi-Interest Network with Dynamic Routing for Recommendation at Tmall
Multi-Interest Network with Dynamic Routing for Recommendation at Tmall
Chong Li
Zhiyuan Liu
Mengmeng Wu
Yuchi Xu
Pipei Huang
Huan Zhao
Guoliang Kang
Qiwei Chen
Wei Li
Lee
207
442
0
17 Apr 2019
Learning Whole-Image Descriptors for Real-time Loop Detection andKidnap
  Recovery under Large Viewpoint Difference
Learning Whole-Image Descriptors for Real-time Loop Detection andKidnap Recovery under Large Viewpoint Difference
Manohar Kuse
Shaojie Shen
75
14
0
15 Apr 2019
Label Propagation for Deep Semi-supervised Learning
Label Propagation for Deep Semi-supervised Learning
Ahmet Iscen
Giorgos Tolias
Yannis Avrithis
Ondřej Chum
SSL
234
686
0
09 Apr 2019
Extract and Edit: An Alternative to Back-Translation for Unsupervised
  Neural Machine Translation
Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation
Jiawei Wu
Xin Eric Wang
William Yang Wang
154
39
0
04 Apr 2019
SANNS: Scaling Up Secure Approximate k-Nearest Neighbors Search
SANNS: Scaling Up Secure Approximate k-Nearest Neighbors Search
Hao Chen
Ilaria Chillotti
Yihe Dong
Oxana Poburinnaya
Ilya P. Razenshteyn
M. Riazi
341
63
0
03 Apr 2019
Random Projection in Neural Episodic Control
Random Projection in Neural Episodic Control
Daichi Nishio
S. Yamane
153
2
0
03 Apr 2019
Local Aggregation for Unsupervised Learning of Visual Embeddings
Local Aggregation for Unsupervised Learning of Visual Embeddings
Chengxu Zhuang
Alex Zhai
Daniel L. K. Yamins
SSL
252
460
0
29 Mar 2019
Local Orthogonal Decomposition for Maximum Inner Product Search
Local Orthogonal Decomposition for Maximum Inner Product Search
Xiang Wu
Ruiqi Guo
Sanjiv Kumar
David Simcha
121
3
0
25 Mar 2019
Dynamic Spatial Verification for Large-Scale Object-Level Image
  Retrieval
Dynamic Spatial Verification for Large-Scale Object-Level Image Retrieval
Joel Brogan
Aparna Bharati
Daniel Moreira
Kevin W. Bowyer
Patrick Flynn
Anderson de Rezende Rocha
Walter J. Scheirer
240
3
0
24 Mar 2019
Kernel-based Translations of Convolutional Networks
Kernel-based Translations of Convolutional Networks
Corinne Jones
Vincent Roulet
Zaïd Harchaoui
110
5
0
19 Mar 2019
Defense Against Adversarial Images using Web-Scale Nearest-Neighbor
  Search
Defense Against Adversarial Images using Web-Scale Nearest-Neighbor SearchComputer Vision and Pattern Recognition (CVPR), 2019
Abhimanyu Dubey
Laurens van der Maaten
Zeki Yalniz
Shouqing Yang
D. Mahajan
AAML
218
66
0
05 Mar 2019
Joint Optimization of Tree-based Index and Deep Model for Recommender
  Systems
Joint Optimization of Tree-based Index and Deep Model for Recommender Systems
Ziru Xu
Daqing Chang
Xinhang Li
Pengye Zhang
Xiang Li
Jie He
Han Li
Jian Xu
Kun Gai
146
107
0
19 Feb 2019
Sub-linear Memory Sketches for Near Neighbor Search on Streaming Data
Sub-linear Memory Sketches for Near Neighbor Search on Streaming Data
Benjamin Coleman
Richard G. Baraniuk
Anshumali Shrivastava
141
7
0
18 Feb 2019
Heterogeneous Edge Embeddings for Friend Recommendation
Heterogeneous Edge Embeddings for Friend Recommendation
Janu Verma
Srishti Gupta
Debdoot Mukherjee
Tanmoy Chakraborty
78
6
0
07 Feb 2019
Diffusion Variational Autoencoders
Diffusion Variational Autoencoders
Luis A. Pérez Rey
Vlado Menkovski
Jacobus W. Portegies
DiffMBDLDRL
143
62
0
25 Jan 2019
Learning Space Partitions for Nearest Neighbor Search
Learning Space Partitions for Nearest Neighbor Search
Yihe Dong
Piotr Indyk
Ilya P. Razenshteyn
Tal Wagner
231
12
0
24 Jan 2019
Computing large market equilibria using abstractions
Computing large market equilibria using abstractions
Christian Kroer
A. Peysakhovich
Eric Sodomka
Nicolas Stier-Moses
173
31
0
18 Jan 2019
Vector and Line Quantization for Billion-scale Similarity Search on GPUs
Vector and Line Quantization for Billion-scale Similarity Search on GPUs
Wei Chen
Jincai Chen
F. Zou
Yuan-Fang Li
Ping Lu
Qiang-qiang Wang
Wei Zhao
246
12
0
02 Jan 2019
Quicker ADC : Unlocking the hidden potential of Product Quantization
  with SIMD
Quicker ADC : Unlocking the hidden potential of Product Quantization with SIMD
Fabien André
Anne-Marie Kermarrec
Nicolas Le Scouarnec
283
26
0
21 Dec 2018
Efficient Autotuning of Hyperparameters in Approximate Nearest Neighbor
  Search
Efficient Autotuning of Hyperparameters in Approximate Nearest Neighbor Search
Elias Jääsaari
Ville Hyvönen
Teemu Roos
105
11
0
18 Dec 2018
Von Mises-Fisher Loss for Training Sequence to Sequence Models with
  Continuous Outputs
Von Mises-Fisher Loss for Training Sequence to Sequence Models with Continuous Outputs
Sachin Kumar
Yulia Tsvetkov
196
75
0
10 Dec 2018
Neural Rejuvenation: Improving Deep Network Training by Enhancing
  Computational Resource Utilization
Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization
Siyuan Qiao
Zhe Lin
Jianming Zhang
Alan Yuille
144
23
0
02 Dec 2018
QADiver: Interactive Framework for Diagnosing QA Models
QADiver: Interactive Framework for Diagnosing QA Models
Gyeongbok Lee
Sungdong Kim
Seung-won Hwang
103
13
0
01 Dec 2018
Efficient Image Retrieval via Decoupling Diffusion into Online and
  Offline Processing
Efficient Image Retrieval via Decoupling Diffusion into Online and Offline Processing
Fan Yang
Ryota Hinami
Yusuke Matsui
Steven Ly
Shiníchi Satoh
DiffM
141
53
0
27 Nov 2018
Art2Real: Unfolding the Reality of Artworks via Semantically-Aware
  Image-to-Image Translation
Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-to-Image Translation
Matteo Tomei
Marcella Cornia
Lorenzo Baraldi
Rita Cucchiara
DiffM
336
79
0
26 Nov 2018
Efficient 2D-3D Matching for Multi-Camera Visual Localization
Efficient 2D-3D Matching for Multi-Camera Visual Localization
Marcel Geppert
Peidong Liu
Zhaopeng Cui
Marc Pollefeys
Torsten Sattler
158
36
0
17 Sep 2018
Spreading vectors for similarity search
Spreading vectors for similarity search
Alexandre Sablayrolles
Matthijs Douze
Cordelia Schmid
Edouard Grave
MQ
269
144
0
08 Jun 2018
Seq2Seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models
Seq2Seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models
Hendrik Strobelt
Sebastian Gehrmann
M. Behrisch
Adam Perer
Hanspeter Pfister
Alexander M. Rush
VLMHAI
226
252
0
25 Apr 2018
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