Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

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Title
Generative Pre-training for Paraphrase Generation by Representing and Predicting Spans in Exemplars Tien-Cuong Bui Van-Duc Le H. To S. Cha 67 9 0 29 Nov 2020
Efficient Initial Pose-graph Generation for Global SfM Dániel Baráth Dmytro Mishkin Ivan Eichhardt Ilia Shipachev Jirí Matas 66 23 0 24 Nov 2020
Cross-Domain Generalization Through Memorization: A Study of Nearest Neighbors in Neural Duplicate Question Detection Yadollah Yaghoobzadeh Alexandre Rochette Timothy J. Hazen OOD 26 1 0 22 Nov 2020
Adversarial Examples for $k$ -Nearest Neighbor Classifiers Based on Higher-Order Voronoi Diagrams Chawin Sitawarin Evgenios M. Kornaropoulos Basel Alomair David Wagner AAML 45 8 0 19 Nov 2020
Adversarial collision attacks on image hashing functions Brian Dolhansky Cristian Canton Ferrer AAML 118 21 0 18 Nov 2020
Improving Calibration in Deep Metric Learning With Cross-Example Softmax Andreas Veit Kimberly Wilber 24 2 0 17 Nov 2020
Probing Predictions on OOD Images via Nearest Categories Yao-Yuan Yang Cyrus Rashtchian Ruslan Salakhutdinov Kamalika Chaudhuri AAML 66 0 0 17 Nov 2020
Score Combination for Improved Parallel Corpus Filtering for Low Resource Conditions Muhammad N. ElNokrashy Amr Hendy M. Abdelghaffar Mohamed Afify Ahmed Tawfik Hany Awadalla 51 3 0 16 Nov 2020
NegatER: Unsupervised Discovery of Negatives in Commonsense Knowledge Bases Tara Safavi Jing Zhu Danai Koutra 114 13 0 15 Nov 2020
Prototypical Contrast and Reverse Prediction: Unsupervised Skeleton Based Action Recognition Shihao Xu Haocong Rao Xiping Hu Bin Hu SSL 94 53 0 14 Nov 2020
Intentonomy: a Dataset and Study towards Human Intent Understanding Menglin Jia Zuxuan Wu A. Reiter Claire Cardie Serge J. Belongie Ser-Nam Lim 51 29 0 11 Nov 2020
Understanding Training Efficiency of Deep Learning Recommendation Models at Scale Bilge Acun Matthew Murphy Xiaodong Wang Jade Nie Carole-Jean Wu K. Hazelwood 95 113 0 11 Nov 2020
Adversarial Black-Box Attacks On Text Classifiers Using Multi-Objective Genetic Optimization Guided By Deep Networks Alex Mathai Shreya Khare Srikanth G. Tamilselvam Senthil Mani AAML 58 6 0 08 Nov 2020
Handling Class Imbalance in Low-Resource Dialogue Systems by Combining Few-Shot Classification and Interpolation Vishal Sunder Eric Fosler-Lussier 20 5 0 28 Oct 2020
HarperValleyBank: A Domain-Specific Spoken Dialog Corpus Mike Wu J. Nafziger A. Scodary Andrew L. Maas 91 17 0 26 Oct 2020
Probing Task-Oriented Dialogue Representation from Language Models Chien-Sheng Wu Caiming Xiong 79 20 0 26 Oct 2020
On Embodied Visual Navigation in Real Environments Through Habitat Marco Rosano Antonino Furnari Luigi Gulino G. Farinella 57 18 0 26 Oct 2020
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference Jianguo Zhang Kazuma Hashimoto Wenhao Liu Chien-Sheng Wu Yao Wan Philip S. Yu R. Socher Caiming Xiong 105 93 0 25 Oct 2020
Differentiable Open-Ended Commonsense Reasoning Bill Yuchen Lin Haitian Sun Bhuwan Dhingra Manzil Zaheer Xiang Ren William W. Cohen ReLM LRM 78 43 0 24 Oct 2020
Neural Passage Retrieval with Improved Negative Contrast Jing Lu Gustavo Hernández Ábrego Ji Ma Jianmo Ni Yinfei Yang 87 25 0 23 Oct 2020
PRANK: motion Prediction based on RANKing Yuriy Biktairov Maxim Stebelev Irina Rudenko Oleh Shliazhko Boris Yangel 61 25 0 22 Oct 2020
Neural Audio Fingerprint for High-specific Audio Retrieval based on Contrastive Learning Sungkyun Chang Donmoon Lee Jeongsoon Park Hyungui Lim Kyogu Lee Karam Ko Yoonchang Han 103 35 0 22 Oct 2020
Distilling Dense Representations for Ranking using Tightly-Coupled Teachers Sheng-Chieh Lin Jheng-Hong Yang Jimmy J. Lin 82 122 0 22 Oct 2020
Beyond English-Centric Multilingual Machine Translation Angela Fan Shruti Bhosale Holger Schwenk Zhiyi Ma Ahmed El-Kishky ... Vitaliy Liptchinsky Sergey Edunov Edouard Grave Michael Auli Armand Joulin LRM 100 863 0 21 Oct 2020
Is Retriever Merely an Approximator of Reader? Sohee Yang Minjoon Seo RALM 85 42 0 21 Oct 2020
DIME: An Online Tool for the Visual Comparison of Cross-Modal Retrieval Models Tony Zhao Jaeyoung Choi Gerald Friedland VLM 13 0 0 19 Oct 2020
Explaining and Improving Model Behavior with k Nearest Neighbor Representations Nazneen Rajani Ben Krause Wengpeng Yin Tong Niu R. Socher Caiming Xiong FAtt 67 33 0 18 Oct 2020
Towards Online Steering of Flame Spray Pyrolysis Nanoparticle Synthesis Maksim Levental Ryan Chard J. Libera Kyle Chard Aarthi Koripelly ... Marcus Schwarting Ben Blaiszik M. Stan S. Chaudhuri Ian Foster 21 2 0 16 Oct 2020
Automatic Feasibility Study via Data Quality Analysis for ML: A Case-Study on Label Noise Cédric Renggli Luka Rimanic Luka Kolar Wentao Wu Ce Zhang 83 3 0 16 Oct 2020
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering Yingqi Qu Yuchen Ding Jing Liu Kai Liu Ruiyang Ren Xin Zhao Daxiang Dong Hua Wu Haifeng Wang RALM OffRL 270 618 0 16 Oct 2020
Unsupervised Bitext Mining and Translation via Self-trained Contextual Embeddings Phillip Keung Julian Salazar Y. Lu Noah A. Smith SSL 74 26 0 15 Oct 2020
Neural Databases James Thorne Majid Yazdani Marzieh Saeidi Fabrizio Silvestri Sebastian Riedel A. Halevy NAI 99 9 0 14 Oct 2020
Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision Hao Tan Joey Tianyi Zhou CLIP 89 121 0 14 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 393 628 0 13 Oct 2020
Asking Crowdworkers to Write Entailment Examples: The Best of Bad Options Clara Vania Ruijie Chen Samuel R. Bowman 94 11 0 13 Oct 2020
TextHide: Tackling Data Privacy in Language Understanding Tasks Yangsibo Huang Zhao Song Danqi Chen Keqin Li Sanjeev Arora FedML 51 56 0 12 Oct 2020
PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation Tal Reiss Niv Cohen Liron Bergman Yedid Hoshen 93 254 0 12 Oct 2020
On the Importance of Adaptive Data Collection for Extremely Imbalanced Pairwise Tasks Stephen Mussmann Robin Jia Percy Liang 83 15 0 10 Oct 2020
Conformal retrofitting via Riemannian manifolds: distilling task-specific graphs into pretrained embeddings Justin Dieter Arun Tejasvi Chaganty 56 0 0 09 Oct 2020
Extracting a Knowledge Base of Mechanisms from COVID-19 Papers Tom Hope Aida Amini David Wadden Madeleine van Zuylen Sravanthi Parasa Eric Horvitz Daniel S. Weld Roy Schwartz Hannaneh Hajishirzi 88 29 0 08 Oct 2020
Efficient Meta Lifelong-Learning with Limited Memory Zirui Wang Sanket Vaibhav Mehta Barnabás Póczós J. Carbonell CLL KELM 81 76 0 06 Oct 2020
Efficient One-Pass End-to-End Entity Linking for Questions Belinda Z. Li Sewon Min Srini Iyer Yashar Mehdad Wen-tau Yih 92 144 0 06 Oct 2020
Self-training Improves Pre-training for Natural Language Understanding Jingfei Du Edouard Grave Beliz Gunel Vishrav Chaudhary Onur Çelebi Michael Auli Ves Stoyanov Alexis Conneau VLM LRM SSL 52 164 0 05 Oct 2020
Autoregressive Entity Retrieval Nicola De Cao Gautier Izacard Sebastian Riedel Fabio Petroni 211 451 0 02 Oct 2020
Nearest Neighbor Machine Translation Urvashi Khandelwal Angela Fan Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 93 288 0 01 Oct 2020
A Survey on Explainability in Machine Reading Comprehension Mokanarangan Thayaparan Marco Valentino André Freitas FaML 108 49 0 01 Oct 2020
RRF102: Meeting the TREC-COVID Challenge with a 100+ Runs Ensemble Michael Bendersky Honglei Zhuang Ji Ma Shuguang Han Keith B. Hall Ryan T. McDonald 67 16 0 01 Oct 2020
Case-Based Abductive Natural Language Inference Marco Valentino Mokanarangan Thayaparan André Freitas 72 5 0 30 Sep 2020
SIR: Similar Image Retrieval for Product Search in E-Commerce Theban Stanley Nihar Vanjara Yanxin Pan Ekaterina Pirogova Swagata Chakraborty Abon Chaudhuri 29 5 0 29 Sep 2020
Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval Wenhan Xiong Xiang Lorraine Li Srini Iyer Jingfei Du Patrick Lewis ... Yashar Mehdad Wen-tau Yih Sebastian Riedel Douwe Kiela Barlas Oğuz 81 194 0 27 Sep 2020