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1702.08734
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Billion-scale similarity search with GPUs
IEEE Transactions on Big Data (TBD), 2017
28 February 2017
Jeff Johnson
Matthijs Douze
Edouard Grave
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Papers citing
"Billion-scale similarity search with GPUs"
50 / 2,119 papers shown
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Distributed Tera-Scale Similarity Search with MPI: Provably Efficient Similarity Search over billions without a Single Distance Computation
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Anshumali Shrivastava
127
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Fast top-K Cosine Similarity Search through XOR-Friendly Binary Quantization on GPUs
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Jianqiu Lu
Zexi Yuan
Aoyu Li
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05 Aug 2020
Bringing UMAP Closer to the Speed of Light with GPU Acceleration
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V. Lafargue
Edward Raff
Thejaswi Nanditale
Tim Oates
John Zedlewski
Joshua Patterson
358
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Georgia Gkioxari
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Autoregressive Unsupervised Image Segmentation
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Myriam Tami
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239
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Stephanie Fu
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William T. Freeman
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Chantat Eksombatchai
Yitong Zhou
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Charles R. Rosenberg
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247
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07 Jul 2020
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Zhaozhuo Xu
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Beidi Chen
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Christopher Potts
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Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval
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Chenyan Xiong
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Kwok-Fung Tang
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Paul N. Bennett
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Arnold Overwijk
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Similarity Search for Efficient Active Learning and Search of Rare Concepts
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Edward Chou
Julian Katz-Samuels
Sean Culatana
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I. Z. Yalniz
203
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Self-Supervised MultiModal Versatile Networks
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29 Jun 2020
Answering Questions on COVID-19 in Real-Time
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Sean S. Yi
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Miyoung Ko
Jaewoo Kang
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Luke Zettlemoyer
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Labelling unlabelled videos from scratch with multi-modal self-supervision
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Mandela Patrick
Christian Rupprecht
Andrea Vedaldi
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Adversarial Robustness of Deep Sensor Fusion Models
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Shaojie Wang
Tong Wu
Ayan Chakrabarti
Yevgeniy Vorobeychik
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224
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23 Jun 2020
Cross-lingual Retrieval for Iterative Self-Supervised Training
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Jiatao Gu
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198
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High-Dimensional Similarity Search with Quantum-Assisted Variational Autoencoder
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Nicholas Gao
M. Wilson
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Hysia: Serving DNN-Based Video-to-Retail Applications in Cloud
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Procrustean Orthogonal Sparse Hashing
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D. Sengupta
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Chengxu Zhuang
Milan Mossé
Daniel L. K. Yamins
Noah D. Goodman
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Open-Retrieval Conversational Question Answering
Chen Qu
Liu Yang
Cen Chen
Minghui Qiu
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Mohit Iyyer
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22 May 2020
Contrastive Learning for Debiased Candidate Generation in Large-Scale Recommender Systems
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Jianxin Ma
Jianwei Zhang
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Controllable Multi-Interest Framework for Recommendation
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Xinli Yu
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Prototypical Contrastive Learning of Unsupervised Representations
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Pan Zhou
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Guosheng Lin
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Transformer Based Language Models for Similar Text Retrieval and Ranking
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Ashraf Bah Rabiou
Ryan S Walker
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Gabriel Pack
A. Rangaraj
110
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Hinrich Schütze
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224
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Syntactic Question Abstraction and Retrieval for Data-Scarce Semantic Parsing
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Wonseok Hwang
Jinyeong Yim
Seunghyun Park
Minjoon Seo
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01 May 2020
MUSS: Multilingual Unsupervised Sentence Simplification by Mining Paraphrases
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Eric Villemonte de la Clergerie
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196
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Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering
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Hong Wang
Wenjie Wang
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Jonathan K. Kummerfeld
Amélie Reymond
175
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Exploiting Sentence Order in Document Alignment
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Philipp Koehn
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ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT
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Matei A. Zaharia
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Doug Downey
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Dongyu Ru
Yating Luo
Lin Qiu
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Mingxuan Wang
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Yong Yu
Lei Li
209
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Livio Baldini Soares
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Eunsol Choi
Tom Kwiatkowski
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357
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15 Apr 2020
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