Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,823 papers shown

Title
Scalable Zero-shot Entity Linking with Dense Entity Retrieval Ledell Yu Wu Fabio Petroni Martin Josifoski Sebastian Riedel Luke Zettlemoyer 39 183 0 10 Nov 2019
Generalization through Memorization: Nearest Neighbor Language Models Urvashi Khandelwal Omer Levy Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 68 817 0 01 Nov 2019
Distributed and Consistent Multi-Image Feature Matching via QuickMatch Zachary Serlin Guang Yang Brandon Sookraj C. Belta Roberto Tron 12 11 0 29 Oct 2019
A Large-Scale Deep Architecture for Personalized Grocery Basket Recommendations Aditya Mantha Yokila Arora Shubham Gupta Praveenkumar Kanumala Zhiwei Liu Stephen D. Guo Kannan Achan 32 8 0 24 Oct 2019
Neighborhood and Graph Constructions using Non-Negative Kernel Regression Sarath Shekkizhar Antonio Ortega 24 1 0 21 Oct 2019
A Multilabel Classification Framework for Approximate Nearest Neighbor Search Ville Hyvönen Elias Jääsaari Teemu Roos 11 2 0 18 Oct 2019
exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformers Models Benjamin Hoover Hendrik Strobelt Sebastian Gehrmann 19 86 0 11 Oct 2019
REMIND Your Neural Network to Prevent Catastrophic Forgetting Tyler L. Hayes Kushal Kafle Robik Shrestha Manoj Acharya Christopher Kanan CLL 31 295 0 06 Oct 2019
Place Deduplication with Embeddings Carl Yang Do Huy Hoang Tomáš Mikolov Jiawei Han GNN 32 13 0 29 Sep 2019
MIC: Mining Interclass Characteristics for Improved Metric Learning Karsten Roth Biagio Brattoli Bjorn Ommer 19 89 0 25 Sep 2019
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 11 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 25 15 0 03 Sep 2019
Multi-Objective Automatic Machine Learning with AutoxgboostMC Florian Pfisterer Stefan Coors Janek Thomas B. Bischl 25 16 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 15 26 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 21 7 0 27 Aug 2019
Large Scale Landmark Recognition via Deep Metric Learning Andrei Boiarov Eduard Tyantov 30 28 0 27 Aug 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 84 11,768 0 27 Aug 2019
No Fear of the Dark: Image Retrieval under Varying Illumination Conditions Tomás Jenícek Ondřej Chum 16 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 28 69 0 18 Aug 2019
Unsupervised Neural Quantization for Compressed-Domain Similarity Search S. Morozov Artem Babenko 29 29 0 11 Aug 2019
Unconstrained Foreground Object Search Yinan Zhao Brian L. Price Scott D. Cohen Danna Gurari 22 9 0 10 Aug 2019
Visual Coin-Tracking: Tracking of Planar Double-Sided Objects Jonas Serych Jirí Matas 6 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 23 3 0 31 Jul 2019
Finding Moments in Video Collections Using Natural Language Victor Escorcia Mattia Soldan Josef Sivic Guohao Li Bryan C. Russell 31 6 0 30 Jul 2019
Tripartite Vector Representations for Better Job Recommendation Mengshu Liu Jingya Wang Kareem E. Abdelfatah M. Korayem 23 13 0 23 Jul 2019
ELI5: Long Form Question Answering Angela Fan Yacine Jernite Ethan Perez David Grangier Jason Weston Michael Auli AI4MH ELM 43 597 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 26 401 0 10 Jul 2019
Large Memory Layers with Product Keys Guillaume Lample Alexandre Sablayrolles MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou MoE 33 131 0 10 Jul 2019
Benchmarking unsupervised near-duplicate image detection Lia Morra Fabrizio Lamberti AAML 26 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 22 15 0 01 Jul 2019
Pyramid: A General Framework for Distributed Similarity Search Shiyuan Deng Xiao Yan K. K. Ng Chenyu Jiang James Cheng 25 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 12 7 0 24 Jun 2019
Defending Against Adversarial Examples with K-Nearest Neighbor Chawin Sitawarin David Wagner AAML 11 29 0 23 Jun 2019
Improving the robustness of ImageNet classifiers using elements of human visual cognition A. Orhan Brenden M. Lake VLM 11 5 0 20 Jun 2019
Efficient Set-Valued Prediction in Multi-Class Classification Thomas Mortier Marek Wydmuch Krzysztof Dembczyñski Eyke Hüllermeier Willem Waegeman 24 4 0 19 Jun 2019
Multi-Hop Paragraph Retrieval for Open-Domain Question Answering Yair Feldman Ran El-Yaniv RALM 22 100 0 15 Jun 2019
Divide and Conquer the Embedding Space for Metric Learning A. Sanakoyeu Vadim Tschernezki U. Büchler Bjorn Ommer SSL 21 107 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 21 153 0 13 Jun 2019
Large-scale Landmark Retrieval/Recognition under a Noisy and Diverse Dataset Kohei Ozaki Shuhei Yokoo 11 35 0 10 Jun 2019
Large Scale Question Paraphrase Retrieval with Smoothed Deep Metric Learning Daniele Bonadiman Anjishnu Kumar Arpit Mittal 25 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 36 458 0 02 May 2019
OpenEDS: Open Eye Dataset Stephan J. Garbin Yiru Shen Immo Schuetz Robert Cavin Gregory Hughes S. Talathi MDE 16 70 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 30 280 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 21 370 0 17 Apr 2019
Learning Whole-Image Descriptors for Real-time Loop Detection andKidnap Recovery under Large Viewpoint Difference Manohar Kuse Shaojie Shen 14 13 0 15 Apr 2019
Label Propagation for Deep Semi-supervised Learning Ahmet Iscen Giorgos Tolias Yannis Avrithis Ondřej Chum SSL 13 621 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 36 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 25 58 0 03 Apr 2019
Random Projection in Neural Episodic Control Daichi Nishio S. Yamane 25 2 0 03 Apr 2019
Local Aggregation for Unsupervised Learning of Visual Embeddings Chengxu Zhuang Alex Zhai Daniel L. K. Yamins SSL 44 444 0 29 Mar 2019