Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

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Title
Inter-class Discrepancy Alignment for Face Recognition Jiaheng Liu Yudong Wu Yichao Wu Zhenmao Li Ken Chen Ding Liang Junjie Yan CVBM 76 2 0 02 Mar 2021
Explore User Neighborhood for Real-time E-commerce Recommendation Xu Xie Fei Sun Xiaoyong Yang Zhao Yang Jinyang Gao Wenwu Ou Tengjiao Wang 79 20 0 28 Feb 2021
Retrieval Augmentation for Deep Neural Networks R. Ramos Patrícia Pereira Helena Moniz Joao Paulo Carvalho Bruno Martins VLM 28 0 0 25 Feb 2021
Neural ranking models for document retrieval M. Trabelsi Zhiyu Zoey Chen Brian D. Davison J. Heflin FedML 85 29 0 23 Feb 2021
Uncertainty Estimation Using Riemannian Model Dynamics for Offline Reinforcement Learning Guy Tennenholtz Shie Mannor OffRL 59 12 0 22 Feb 2021
MedAug: Contrastive learning leveraging patient metadata improves representations for chest X-ray interpretation Yen Nhi Truong Vu Richard Wang N. Balachandar Can Liu A. Ng Pranav Rajpurkar 100 85 0 21 Feb 2021
Sparse-Interest Network for Sequential Recommendation Qiaoyu Tan Jianwei Zhang Jiangchao Yao Ninghao Liu Jingren Zhou Hongxia Yang Helen Zhou 135 141 0 18 Feb 2021
Less is More: Pre-train a Strong Text Encoder for Dense Retrieval Using a Weak Decoder Shuqi Lu Di He Chenyan Xiong Guolin Ke Waleed Malik Zhicheng Dou Paul N. Bennett Tie-Yan Liu Arnold Overwijk RALM 121 11 0 18 Feb 2021
Contrastive Learning Inverts the Data Generating Process Roland S. Zimmermann Yash Sharma Steffen Schneider Matthias Bethge Wieland Brendel SSL 378 223 0 17 Feb 2021
PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them Patrick Lewis Yuxiang Wu Linqing Liu Pasquale Minervini Heinrich Küttler Aleksandra Piktus Pontus Stenetorp Sebastian Riedel RALM 138 234 0 13 Feb 2021
Personalized Embedding-based e-Commerce Recommendations at eBay Tiantian Wang Y. Brovman S. Madhvanath 59 24 0 11 Feb 2021
Leveraging Reinforcement Learning for evaluating Robustness of KNN Search Algorithms Pramod Vadiraja Christoph Balada OOD 48 1 0 10 Feb 2021
Accelerating COVID-19 research with graph mining and transformer-based learning Ilya Tyagin Ankit Kulshrestha Justin Sybrandt Krish Matta M. Shtutman Ilya Safro OOD AI4CE 108 6 0 10 Feb 2021
Generative Models as Distributions of Functions Emilien Dupont Yee Whye Teh Arnaud Doucet 95 109 0 09 Feb 2021
Efficient Retrieval Augmented Generation from Unstructured Knowledge for Task-Oriented Dialog David Thulke Nico Daheim Christian Dugast Hermann Ney RALM 76 49 0 09 Feb 2021
When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data Peter Hase Joey Tianyi Zhou XAI 132 89 0 03 Feb 2021
Deep Triplet Hashing Network for Case-based Medical Image Retrieval Jiansheng Fang Huazhu Fu Jiang-Dong Liu MedIm 37 41 0 29 Jan 2021
Increasing the Confidence of Deep Neural Networks by Coverage Analysis Giulio Rossolini Alessandro Biondi Giorgio Buttazzo AAML 71 15 0 28 Jan 2021
BERTaú: Itaú BERT for digital customer service Paulo Finardi José Dié Viegas Gustavo T. Ferreira Alex F. Mansano Vinicius Fernandes Caridá 64 11 0 28 Jan 2021
Drug and Disease Interpretation Learning with Biomedical Entity Representation Transformer Z. Miftahutdinov Artur Kadurin R. Kudrin E. Tutubalina MedIm 79 8 0 22 Jan 2021
A multi-perspective combined recall and rank framework for Chinese procedure terminology normalization Ming Liang Kui Xue Tong Ruan 77 0 0 22 Jan 2021
Learning Efficient Representations for Keyword Spotting with Triplet Loss R. Vygon N. Mikhaylovskiy DML SSL 209 64 0 12 Jan 2021
On the Calibration and Uncertainty of Neural Learning to Rank Models Gustavo Penha C. Hauff 260 30 0 12 Jan 2021
Explainable Deep Behavioral Sequence Clustering for Transaction Fraud Detection Wei Min Weiming Liang Hang Yin Zhurong Wang Mei Li Alok Lal 57 8 0 12 Jan 2021
Multistage BiCross encoder for multilingual access to COVID-19 health information Iknoor Singh Carolina Scarton Kalina Bontcheva 37 4 0 08 Jan 2021
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering Fengbin Zhu Wenqiang Lei Chao Wang Jianming Zheng Soujanya Poria Tat-Seng Chua RALM 280 257 0 04 Jan 2021
Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval Omar Khattab Christopher Potts Matei A. Zaharia RALM LRM 97 58 0 02 Jan 2021
VisualSparta: An Embarrassingly Simple Approach to Large-scale Text-to-Image Search with Weighted Bag-of-words Xiaopeng Lu Tiancheng Zhao Kyusong Lee 71 27 0 01 Jan 2021
Bilingual Lexicon Induction via Unsupervised Bitext Construction and Word Alignment Freda Shi Luke Zettlemoyer Sida I. Wang SSL 84 33 0 01 Jan 2021
NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned Sewon Min Jordan L. Boyd-Graber Chris Alberti Danqi Chen Eunsol Choi ... Dmytro Okhonko Michael Schlichtkrull Sonal Gupta Yashar Mehdad Wen-tau Yih 81 62 0 01 Jan 2021
Multi-task Retrieval for Knowledge-Intensive Tasks Jean Maillard Vladimir Karpukhin Fabio Petroni Wen-tau Yih Barlas Oğuz Veselin Stoyanov Gargi Ghosh 261 67 0 01 Jan 2021
FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging Han Guo Nazneen Rajani Peter Hase Joey Tianyi Zhou Caiming Xiong TDI 133 116 0 31 Dec 2020
Model-Based Visual Planning with Self-Supervised Functional Distances Stephen Tian Suraj Nair F. Ebert Sudeep Dasari Benjamin Eysenbach Chelsea Finn Sergey Levine SSL OffRL 225 60 0 30 Dec 2020
A Memory Efficient Baseline for Open Domain Question Answering Gautier Izacard Fabio Petroni Lucas Hosseini Nicola De Cao Sebastian Riedel Edouard Grave MQ 66 44 0 30 Dec 2020
Joint Verification and Reranking for Open Fact Checking Over Tables Michael Schlichtkrull Vladimir Karpukhin Barlas Oğuz M. Lewis Wen-tau Yih Sebastian Riedel 75 25 0 30 Dec 2020
Image-to-Image Retrieval by Learning Similarity between Scene Graphs Sangwoong Yoon Woo-Young Kang Sungwook Jeon SeongEun Lee C. Han Jonghun Park Eun-Sol Kim 3DH 93 45 0 29 Dec 2020
Red Dragon AI at TextGraphs 2020 Shared Task: LIT : LSTM-Interleaved Transformer for Multi-Hop Explanation Ranking Yew Ken Chia Sam Witteveen Martin Andrews 33 4 0 28 Dec 2020
Spatial Contrastive Learning for Few-Shot Classification Yassine Ouali C´eline Hudelot Myriam Tami 59 51 0 26 Dec 2020
Learning Dense Representations of Phrases at Scale Jinhyuk Lee Mujeen Sung Jaewoo Kang Danqi Chen RALM DML NAI 72 122 0 23 Dec 2020
Pattern-aware Data Augmentation for Query Rewriting in Voice Assistant Systems Yunmo Chen Sixing Lu Fan Yang Xiaojiang Huang Xing Fan Chenlei Guo 65 3 0 21 Dec 2020
Ultra-Fast, Low-Storage, Highly Effective Coarse-grained Selection in Retrieval-based Chatbot by Using Deep Semantic Hashing Tian Lan Xian-Ling Mao Xiaoyan Gao Wei Wei Heyan Huang 61 3 0 17 Dec 2020
Scaling Semantic Segmentation Beyond 1K Classes on a Single GPU Shipra Jain D. Pani Martin Danelljan Luc Van Gool VLM 122 12 0 14 Dec 2020
Self-supervised Text-independent Speaker Verification using Prototypical Momentum Contrastive Learning Wei Xia Chunlei Zhang Chao Weng Meng Yu Dong Yu SSL 64 80 0 13 Dec 2020
Mapping the Space of Chemical Reactions Using Attention-Based Neural Networks P. Schwaller Daniel Probst Alain C. Vaucher Vishnu H. Nair D. Kreutter Teodoro Laino J. Reymond 211 234 0 09 Dec 2020
Distilling Knowledge from Reader to Retriever for Question Answering Gautier Izacard Edouard Grave RALM 260 267 0 08 Dec 2020
Data-Efficient Methods for Dialogue Systems Igor Shalyminov 54 0 0 05 Dec 2020
End-to-End QA on COVID-19: Domain Adaptation with Synthetic Training R. Reddy Bhavani Iyer Md Arafat Sultan Rong Zhang Avirup Sil Vittorio Castelli Radu Florian Salim Roukos OOD 75 19 0 02 Dec 2020
On Extending NLP Techniques from the Categorical to the Latent Space: KL Divergence, Zipf's Law, and Similarity Search Adam Hare Yu Chen Yinan Liu Zhenming Liu Christopher G. Brinton 54 2 0 02 Dec 2020
CLIMATE-FEVER: A Dataset for Verification of Real-World Climate Claims Thomas Diggelmann Jordan L. Boyd-Graber Jannis Bulian Massimiliano Ciaramita Markus Leippold 101 207 0 01 Dec 2020
An accelerated hybrid data-driven/model-based approach for poroelasticity problems with multi-fidelity multi-physics data B. Bahmani WaiChing Sun AI4CE 55 30 0 30 Nov 2020