Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

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Title
BUDA.ART: A Multimodal Content-Based Analysis and Retrieval System for Buddha Statues B. Renoust Matheus Oliveira Franca J. Chan Van Le Ayaka Uesaka Yuta Nakashima Hajime Nagahara Jueren Wang Yutaka Fujioka 20 4 0 17 Sep 2019
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking Matthew Henderson Ivan Vulić I. Casanueva Paweł Budzianowski D. Gerz Sam Coope Georgios P. Spithourakis Tsung-Hsien Wen N. Mrksic Pei-hao Su 69 15 0 03 Sep 2019
Multi-Objective Automatic Machine Learning with AutoxgboostMC Florian Pfisterer Stefan Coors Janek Thomas B. Bischl 65 17 0 28 Aug 2019
Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific Networks Yuting Ye Xuwu Wang Jiangchao Yao Kunyang Jia Jingren Zhou Yanghua Xiao Hongxia Yang BDL 73 27 0 28 Aug 2019
Accelerating Large-Scale Inference with Anisotropic Vector Quantization Ruiqi Guo Philip Sun Xiang Wu Quan Geng David Simcha Felix Chern Sanjiv Kumar MQ 88 7 0 27 Aug 2019
Large Scale Landmark Recognition via Deep Metric Learning Andrei Boiarov Eduard Tyantov 160 28 0 27 Aug 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,355 0 27 Aug 2019
No Fear of the Dark: Image Retrieval under Varying Illumination Conditions Tomás Jenícek Ondřej Chum 96 28 0 23 Aug 2019
Fine-Grained Segmentation Networks: Self-Supervised Segmentation for Improved Long-Term Visual Localization Maans Larsson Erik Stenborg Carl Toft Lars Hammarstrand Torsten Sattler Fredrik Kahl SSeg 110 69 0 18 Aug 2019
Unsupervised Neural Quantization for Compressed-Domain Similarity Search S. Morozov Artem Babenko 82 29 0 11 Aug 2019
Unconstrained Foreground Object Search Yinan Zhao Brian L. Price Scott D. Cohen Danna Gurari 71 9 0 10 Aug 2019
Visual Coin-Tracking: Tracking of Planar Double-Sided Objects Jonas Serych Jirí Matas 13 1 0 07 Aug 2019
Cartoon Face Recognition: A Benchmark Dataset Yi Zheng Yifan Zhao Mengyuan Ren He Yan Xiangju Lu Bo Peng Jia Li CVBM 48 3 0 31 Jul 2019
Finding Moments in Video Collections Using Natural Language Victor Escorcia Mattia Soldan Josef Sivic Guohao Li Bryan C. Russell 55 7 0 30 Jul 2019
Tripartite Vector Representations for Better Job Recommendation Mengshu Liu Jingya Wang Kareem E. Abdelfatah M. Korayem 57 13 0 23 Jul 2019
ELI5: Long Form Question Answering Angela Fan Yacine Jernite Ethan Perez David Grangier Jason Weston Michael Auli AI4MH ELM 140 627 0 22 Jul 2019
WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia Holger Schwenk Vishrav Chaudhary Shuo Sun Hongyu Gong Francisco Guzmán CVBM 118 408 0 10 Jul 2019
Large Memory Layers with Product Keys Guillaume Lample Alexandre Sablayrolles MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou MoE 86 135 0 10 Jul 2019
Benchmarking unsupervised near-duplicate image detection Lia Morra Fabrizio Lamberti AAML 39 30 0 03 Jul 2019
Unsupervised Adversarial Graph Alignment with Graph Embedding Chaoqi Chen Weiping Xie Tingyang Xu Yu Rong Wenbing Huang Xinghao Ding Yue Huang Junzhou Huang 42 15 0 01 Jul 2019
Pyramid: A General Framework for Distributed Similarity Search Shiyuan Deng Xiao Yan K. K. Ng Chenyu Jiang James Cheng 158 15 0 25 Jun 2019
An Empirical Comparison of FAISS and FENSHSES for Nearest Neighbor Search in Hamming Space Cun Mu Binwei Yang Zheng Yan FedML 31 7 0 24 Jun 2019
Defending Against Adversarial Examples with K-Nearest Neighbor Chawin Sitawarin David Wagner AAML 91 29 0 23 Jun 2019
Improving the robustness of ImageNet classifiers using elements of human visual cognition A. Orhan Brenden M. Lake VLM 60 5 0 20 Jun 2019
Efficient Set-Valued Prediction in Multi-Class Classification Thomas Mortier Marek Wydmuch Krzysztof Dembczyñski Eyke Hüllermeier Willem Waegeman 79 4 0 19 Jun 2019
Multi-Hop Paragraph Retrieval for Open-Domain Question Answering Yair Feldman Ran El-Yaniv RALM 97 100 0 15 Jun 2019
Divide and Conquer the Embedding Space for Metric Learning A. Sanakoyeu Vadim Tschernezki U. Büchler Bjorn Ommer SSL 86 107 0 14 Jun 2019
Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index Minjoon Seo Jinhyuk Lee Tom Kwiatkowski Ankur P. Parikh Ali Farhadi Hannaneh Hajishirzi RALM 94 157 0 13 Jun 2019
Large-scale Landmark Retrieval/Recognition under a Noisy and Diverse Dataset Kohei Ozaki Shuhei Yokoo 83 35 0 10 Jun 2019
Large Scale Question Paraphrase Retrieval with Smoothed Deep Metric Learning Daniele Bonadiman Anjishnu Kumar Arpit Mittal 50 13 0 29 May 2019
Billion-scale semi-supervised learning for image classification I. Z. Yalniz Hervé Jégou Kan Chen Manohar Paluri D. Mahajan SSL 146 464 0 02 May 2019
OpenEDS: Open Eye Dataset Stephan J. Garbin Yiru Shen Immo Schuetz Robert Cavin Gregory Hughes S. Talathi MDE 86 77 0 30 Apr 2019
Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring Samuel Humeau Kurt Shuster Marie-Anne Lachaux Jason Weston 190 289 0 22 Apr 2019
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 66 386 0 17 Apr 2019
Learning Whole-Image Descriptors for Real-time Loop Detection andKidnap Recovery under Large Viewpoint Difference Manohar Kuse Shaojie Shen 39 12 0 15 Apr 2019
Label Propagation for Deep Semi-supervised Learning Ahmet Iscen Giorgos Tolias Yannis Avrithis Ondřej Chum SSL 137 628 0 09 Apr 2019
Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation Jiawei Wu Xin Eric Wang William Yang Wang 82 39 0 04 Apr 2019
SANNS: Scaling Up Secure Approximate k-Nearest Neighbors Search Hao Chen Ilaria Chillotti Yihe Dong Oxana Poburinnaya Ilya P. Razenshteyn M. Riazi 108 59 0 03 Apr 2019
Random Projection in Neural Episodic Control Daichi Nishio S. Yamane 39 2 0 03 Apr 2019
Local Aggregation for Unsupervised Learning of Visual Embeddings Chengxu Zhuang Alex Zhai Daniel L. K. Yamins SSL 105 448 0 29 Mar 2019
Local Orthogonal Decomposition for Maximum Inner Product Search Xiang Wu Ruiqi Guo Sanjiv Kumar David Simcha 63 3 0 25 Mar 2019
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 44 3 0 24 Mar 2019
Kernel-based Translations of Convolutional Networks Corinne Jones Vincent Roulet Zaïd Harchaoui 49 5 0 19 Mar 2019
Defense Against Adversarial Images using Web-Scale Nearest-Neighbor Search Abhimanyu Dubey Laurens van der Maaten Zeki Yalniz Yixuan Li D. Mahajan AAML 115 66 0 05 Mar 2019
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 76 96 0 19 Feb 2019
Sub-linear Memory Sketches for Near Neighbor Search on Streaming Data Benjamin Coleman Richard G. Baraniuk Anshumali Shrivastava 38 7 0 18 Feb 2019
Heterogeneous Edge Embeddings for Friend Recommendation Janu Verma Srishti Gupta Debdoot Mukherjee Tanmoy Chakraborty 38 6 0 07 Feb 2019
Diffusion Variational Autoencoders Luis A. Pérez Rey Vlado Menkovski Jacobus W. Portegies DiffM BDL DRL 69 62 0 25 Jan 2019
Learning Space Partitions for Nearest Neighbor Search Yihe Dong Piotr Indyk Ilya P. Razenshteyn Tal Wagner 86 12 0 24 Jan 2019
Computing large market equilibria using abstractions Christian Kroer A. Peysakhovich Eric Sodomka Nicolas Stier-Moses 60 31 0 18 Jan 2019