Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,819 papers shown

Title
Analyzing the Surprising Variability in Word Embedding Stability Across Languages Laura Burdick Jonathan K. Kummerfeld Rada Mihalcea 11 9 0 30 Apr 2020
Exploiting Sentence Order in Document Alignment Brian Thompson Philipp Koehn 6 19 0 30 Apr 2020
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT Omar Khattab Matei A. Zaharia 6 1,298 0 27 Apr 2020
Augmenting Transformers with KNN-Based Composite Memory for Dialogue Angela Fan Claire Gardent Chloé Braud Antoine Bordes RALM 39 75 0 27 Apr 2020
Neuromorphic Nearest-Neighbor Search Using Intel's Pohoiki Springs E. P. Frady Garrick Orchard David Florey N. Imam Ruokun Liu Joyesh Mishra Jonathan Tse Andreas Wild Friedrich T. Sommer Mike Davies 11 45 0 27 Apr 2020
Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching Liu Yang Mingyang Zhang Cheng Li Michael Bendersky Marc Najork 17 86 0 26 Apr 2020
Generative Data Augmentation for Commonsense Reasoning Yiben Yang Chaitanya Malaviya Jared Fernandez Swabha Swayamdipta Ronan Le Bras Ji-ping Wang Chandra Bhagavatula Yejin Choi Doug Downey LRM 22 91 0 24 Apr 2020
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith VLM AI4CE CLL 19 2,349 0 23 Apr 2020
Efficient Neighbourhood Consensus Networks via Submanifold Sparse Convolutions Ignacio Rocco Relja Arandjelović Josef Sivic 19 170 0 22 Apr 2020
Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space Dongyu Ru Yating Luo Lin Qiu Hao Zhou Mingxuan Wang Weinan Zhang Yong Yu Lei Li 6 28 0 17 Apr 2020
Entities as Experts: Sparse Memory Access with Entity Supervision Thibault Févry Livio Baldini Soares Nicholas FitzGerald Eunsol Choi Tom Kwiatkowski RALM 23 151 0 15 Apr 2020
Minimizing FLOPs to Learn Efficient Sparse Representations Biswajit Paria Chih-Kuan Yeh Ian En-Hsu Yen N. Xu Pradeep Ravikumar Barnabás Póczós 18 65 0 12 Apr 2020
Dense Passage Retrieval for Open-Domain Question Answering Vladimir Karpukhin Barlas Oğuz Sewon Min Patrick Lewis Ledell Yu Wu Sergey Edunov Danqi Chen Wen-tau Yih RALM 13 3,540 0 10 Apr 2020
Dictionary-based Data Augmentation for Cross-Domain Neural Machine Translation Wei Peng Chongxuan Huang Tianhao Li Yun-Nung Chen Qun Liu 23 22 0 06 Apr 2020
Learning to Cluster Faces via Confidence and Connectivity Estimation Lei Yang Dapeng Chen Xiaohang Zhan Rui Zhao Chen Change Loy Dahua Lin 3DH GNN CVBM 11 87 0 01 Apr 2020
Density-Aware Graph for Deep Semi-Supervised Visual Recognition Suichan Li B. Liu Dongdong Chen Qi Chu Lu Yuan Nenghai Yu 18 29 0 30 Mar 2020
Kernel Operations on the GPU, with Autodiff, without Memory Overflows Benjamin Charlier Jean Feydy J. Glaunès François-David Collin G. Durif 6 173 0 27 Mar 2020
NoiseRank: Unsupervised Label Noise Reduction with Dependence Models Karishma Sharma Pinar E. Donmez Enming Luo Yan Liu I. Z. Yalniz NoLa 60 32 0 15 Mar 2020
Word Sense Disambiguation for 158 Languages using Word Embeddings Only V. Logacheva Denis Teslenko Artem Shelmanov Steffen Remus Dmitry Ustalov Andrey Kutuzov Ekaterina Artemova Christian Biemann Simone Paolo Ponzetto Alexander Panchenko 23 10 0 14 Mar 2020
Fast Distance-based Anomaly Detection in Images Using an Inception-like Autoencoder Natasa Sarafijanovic-Djukic Jesse Davis 14 24 0 12 Mar 2020
RNE: A Scalable Network Embedding for Billion-scale Recommendation J. Lin Daixin Wang Lu Guan Yin Zhao Binqiang Zhao Jun Zhou Xiaolong Li Yuan Qi GNN 21 2 0 10 Mar 2020
Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning Elad Amrani Rami Ben-Ari Daniel Rotman A. Bronstein 9 121 0 06 Mar 2020
Improving Candidate Generation for Low-resource Cross-lingual Entity Linking Shuyan Zhou Shruti Rijhawani John Wieting J. Carbonell Graham Neubig 47 23 0 03 Mar 2020
FlexServe: Deployment of PyTorch Models as Flexible REST Endpoints E. Verenich Alvaro Velasquez M. G. Sarwar Murshed Faraz Hussain 9 0 0 29 Feb 2020
Differentiable Reasoning over a Virtual Knowledge Base Bhuwan Dhingra Manzil Zaheer Vidhisha Balachandran Graham Neubig Ruslan Salakhutdinov William W. Cohen 10 88 0 25 Feb 2020
AGATHA: Automatic Graph-mining And Transformer based Hypothesis generation Approach Justin Sybrandt Ilya Tyagin M. Shtutman Ilya Safro 4 34 0 13 Feb 2020
Pre-Training for Query Rewriting in A Spoken Language Understanding System Zheng Chen Xing Fan Yuan Ling Lambert Mathias Chenlei Guo 9 23 0 13 Feb 2020
Machine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial intelligence S. Raschka Joshua Patterson Corey J. Nolet AI4CE 11 482 0 12 Feb 2020
TVR: A Large-Scale Dataset for Video-Subtitle Moment Retrieval Jie Lei Licheng Yu Tamara L. Berg Mohit Bansal 108 275 0 24 Jan 2020
Fast, Compact and Highly Scalable Visual Place Recognition through Sequence-based Matching of Overloaded Representations Sourav Garg Michael Milford 11 22 0 23 Jan 2020
Learning Transformation-Aware Embeddings for Image Forensics Aparna Bharati Daniel Moreira Patrick Flynn Anderson de Rezende Rocha Kevin W. Bowyer Walter J. Scheirer 6 2 0 13 Jan 2020
Learning Global and Local Consistent Representations for Unsupervised Image Retrieval via Deep Graph Diffusion Networks Zhiyong Dou Haotian Cui Lin Zhang Bo Wang DiffM GNN 18 6 0 05 Jan 2020
Discriminative Clustering with Representation Learning with any Ratio of Labeled to Unlabeled Data Corinne Jones Vincent Roulet Zaïd Harchaoui 20 1 0 30 Dec 2019
Interleaved Composite Quantization for High-Dimensional Similarity Search Soroosh Khoram Stephen J. Wright J. Li 6 0 0 18 Dec 2019
Differentiable Reasoning on Large Knowledge Bases and Natural Language Pasquale Minervini Matko Bovsnjak Tim Rocktaschel Sebastian Riedel Edward Grefenstette LRM 9 88 0 17 Dec 2019
Exploring Unlabeled Faces for Novel Attribute Discovery Hyojin Bahng Sunghyo Chung Seungjoo Yoo Jaegul Choo CVBM 11 12 0 06 Dec 2019
QUEST: Quantized embedding space for transferring knowledge Himalaya Jain Spyros Gidaris N. Komodakis P. Pérez Matthieu Cord 16 14 0 03 Dec 2019
GGNN: Graph-based GPU Nearest Neighbor Search F. Groh Lukas Ruppert P. Wieschollek Hendrik P. A. Lensch GNN 11 40 0 02 Dec 2019
Nearest Neighbor Sampling of Point Sets using Rays Liangchen Liu Louis Ly C. Macdonald Y. Tsai 15 1 0 25 Nov 2019
Furnishing Your Room by What You See: An End-to-End Furniture Set Retrieval Framework with Rich Annotated Benchmark Dataset Bingyuan Liu Jiantao Zhang Xiaoting Zhang Wei Zhang Chuanhui Yu Yuan Zhou 3DPC 3DV 6 7 0 21 Nov 2019
Open Cross-Domain Visual Search William Thong Pascal Mettes Cees G. M. Snoek 11 13 0 19 Nov 2019
Privacy Leakage Avoidance with Switching Ensembles R. Izmailov Peter Lin Chris Mesterharm S. Basu 9 2 0 18 Nov 2019
Unsupervised Representation Learning by Discovering Reliable Image Relations Timo Milbich Omair Ghori Ferran Diego Bjorn Ommer OOD SSL 11 9 0 18 Nov 2019
Self-supervised Adversarial Training Kejiang Chen Hang Zhou YueFeng Chen Xiaofeng Mao Yuhong Li Yuan He Hui Xue Weiming Zhang Nenghai Yu GAN SSL 17 23 0 15 Nov 2019
Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search XINYAN DAI Xiao Yan K. K. Ng Jie Liu James Cheng MQ 11 29 0 12 Nov 2019
CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB Holger Schwenk Guillaume Wenzek Sergey Edunov Edouard Grave Armand Joulin 25 254 0 10 Nov 2019
Scalable Zero-shot Entity Linking with Dense Entity Retrieval Ledell Yu Wu Fabio Petroni Martin Josifoski Sebastian Riedel Luke Zettlemoyer 14 182 0 10 Nov 2019
Generalization through Memorization: Nearest Neighbor Language Models Urvashi Khandelwal Omer Levy Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 39 807 0 01 Nov 2019
Distributed and Consistent Multi-Image Feature Matching via QuickMatch Zachary Serlin Guang Yang Brandon Sookraj C. Belta Roberto Tron 7 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 9 8 0 24 Oct 2019