Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

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Title
Retrieval-Augmented Transformer-XL for Close-Domain Dialog Generation Giovanni Bonetta R. Cancelliere Ding Liu Paul Vozila RALM 28 17 0 19 May 2021
A multimodal deep learning framework for scalable content based visual media retrieval Ambareesh Ravi Amith Nandakumar 50 3 0 18 May 2021
ACAE-REMIND for Online Continual Learning with Compressed Feature Replay Kai Wang Luis Herranz Joost van de Weijer CLL 117 14 0 18 May 2021
Neural-Symbolic Commonsense Reasoner with Relation Predictors Farhad Moghimifar Zhuang Li Terry Yue Zhuo Gholamreza Haffari Mahsa Baktashmotlagh ReLM NAI LRM 64 11 0 14 May 2021
Enhancing Photorealism Enhancement Stephan R. Richter Hassan Abu Alhaija V. Koltun 78 108 0 10 May 2021
DocSCAN: Unsupervised Text Classification via Learning from Neighbors Dominik Stammbach Elliott Ash 78 9 0 09 May 2021
D2S: Document-to-Slide Generation Via Query-Based Text Summarization Edward Sun Yufang Hou Dakuo Wang Yunfeng Zhang N. Wang 68 38 0 08 May 2021
Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval Hongyin Tang Xingwu Sun Beihong Jin Jingang Wang Fuzheng Zhang Wei Wu RALM 164 39 0 08 May 2021
Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-hop Inference Mokanarangan Thayaparan Marco Valentino Deborah Ferreira Julia Rozanova André Freitas 120 10 0 07 May 2021
TABBIE: Pretrained Representations of Tabular Data H. Iida Dung Ngoc Thai Varun Manjunatha Mohit Iyyer LMTD SSL VLM 89 178 0 06 May 2021
A Fast Partial Video Copy Detection Using KNN and Global Feature Database Weijun Tan Hongwei Guo Rushuai Liu 13 11 0 04 May 2021
Paraphrastic Representations at Scale John Wieting Kevin Gimpel Graham Neubig Taylor Berg-Kirkpatrick 136 19 0 30 Apr 2021
Deep learning for sentence clustering in essay grading support Li-Hsin Chang Iiro Rastas S. Pyysalo Filip Ginter 52 8 0 23 Apr 2021
Efficient Retrieval Optimized Multi-task Learning He Fun S. Gandhi Sujith Ravi RALM 74 6 0 20 Apr 2021
Distill on the Go: Online knowledge distillation in self-supervised learning Prashant Shivaram Bhat Elahe Arani Bahram Zonooz SSL 68 30 0 20 Apr 2021
SciCo: Hierarchical Cross-Document Coreference for Scientific Concepts Arie Cattan Sophie Johnson Daniel S. Weld Ido Dagan Iz Beltagy Doug Downey Tom Hope 118 24 0 18 Apr 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 439 1,062 0 17 Apr 2021
Zero-shot Slot Filling with DPR and RAG Michael R. Glass Gaetano Rossiello A. Gliozzo 35 1 0 17 Apr 2021
Condenser: a Pre-training Architecture for Dense Retrieval Luyu Gao Jamie Callan AI4CE 61 267 0 16 Apr 2021
Cross-Modal Retrieval Augmentation for Multi-Modal Classification Shir Gur Natalia Neverova C. Stauffer Ser-Nam Lim Douwe Kiela A. Reiter 147 30 0 16 Apr 2021
BERT2Code: Can Pretrained Language Models be Leveraged for Code Search? Abdullah Al Ishtiaq Masum Hasan Md. Mahim Anjum Haque Kazi Sajeed Mehrab Tanveer Muttaqueen Tahmid Hasan Anindya Iqbal Rifat Shahriyar 45 5 0 16 Apr 2021
Retrieval Augmentation Reduces Hallucination in Conversation Kurt Shuster Spencer Poff Moya Chen Douwe Kiela Jason Weston HILM 127 753 0 15 Apr 2021
Designing a Minimal Retrieve-and-Read System for Open-Domain Question Answering Sohee Yang Minjoon Seo RALM 39 8 0 15 Apr 2021
Learning Regional Attention over Multi-resolution Deep Convolutional Features for Trademark Retrieval Osman Tursun Simon Denman Sridha Sridharan Clinton Fookes 43 4 0 15 Apr 2021
Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text Retrieval Kyoung-Rok Jang Junmo Kang Giwon Hong Sung-Hyon Myaeng Joohee Park Taewon Yoon Heecheol Seo 83 20 0 15 Apr 2021
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List Luyu Gao Zhuyun Dai Jamie Callan 81 219 0 15 Apr 2021
Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling Sebastian Hofstatter Sheng-Chieh Lin Jheng-Hong Yang Jimmy J. Lin Allan Hanbury VLM 136 405 0 14 Apr 2021
Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval Chen Zhao Chenyan Xiong Jordan L. Boyd-Graber Hal Daumé RALM LRM 73 32 0 13 Apr 2021
Visual Goal-Step Inference using wikiHow Yue Yang Artemis Panagopoulou Qing Lyu Li Zhang Mark Yatskar Chris Callison-Burch 85 46 0 12 Apr 2021
A Replication Study of Dense Passage Retriever Xueguang Ma Kai Sun Ronak Pradeep Jimmy J. Lin 70 58 0 12 Apr 2021
Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages Gowtham Ramesh Sumanth Doddapaneni Aravinth Bheemaraj Mayank Jobanputra AK Raghavan ... K. Deepak Vivek Raghavan Anoop Kunchukuttan Pratyush Kumar Mitesh Khapra LRM 106 235 0 12 Apr 2021
Deep Indexed Active Learning for Matching Heterogeneous Entity Representations Arjit Jain Sunita Sarawagi Prithviraj Sen 72 24 0 08 Apr 2021
Dataset Summarization by K Principal Concepts Niv Cohen Yedid Hoshen 36 1 0 08 Apr 2021
DeepEverest: Accelerating Declarative Top-K Queries for Deep Neural Network Interpretation Dong He Maureen Daum Walter Cai Magdalena Balazinska HAI 21 6 0 06 Apr 2021
Learning Optical Flow from a Few Matches Shihao Jiang Yao Lu Hongdong Li Leonid Sigal 92 71 0 05 Apr 2021
A Neighbourhood Framework for Resource-Lean Content Flagging Sheikh Muhammad Sarwar Dimitrina Zlatkova Momchil Hardalov Yoan Dinkov Isabelle Augenstein Preslav Nakov 62 5 0 31 Mar 2021
Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation Xiangyu Yue Zangwei Zheng Shanghang Zhang Yang Gao Trevor Darrell Kurt Keutzer Alberto L. Sangiovanni-Vincentelli 106 152 0 31 Mar 2021
PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in Clustering Jang Hyun Cho Utkarsh Mall Kavita Bala B. Hariharan 96 196 0 30 Mar 2021
Large-Scale Approximate k-NN Graph Construction on GPU Hui Wang Wanlei Zhao Xiangxiang Zeng GNN 3DV 21 3 0 29 Mar 2021
Visual Grounding Strategies for Text-Only Natural Language Processing Damien Sileo 45 8 0 25 Mar 2021
$Structure-Aware Face Clustering on a Large-Scale Graph with $\bf{10^{7}}$ Nodes$ Structure-Aware Face Clustering on a Large-Scale Graph with $\bf{10^{7}}$ Nodes Shuai Shen Wanhua Li Zheng Zhu Guan Huang Dalong Du Jiwen Lu Jie Zhou CVBM GNN 93 39 0 24 Mar 2021
Open Domain Question Answering over Tables via Dense Retrieval Jonathan Herzig Thomas Müller Syrine Krichene Julian Martin Eisenschlos LMTD VLM RALM 97 105 0 22 Mar 2021
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval Gregor Geigle Jonas Pfeiffer Nils Reimers Ivan Vulić Iryna Gurevych 104 60 0 22 Mar 2021
IRLI: Iterative Re-partitioning for Learning to Index Gaurav Gupta Tharun Medini Anshumali Shrivastava Alex Smola VLM 42 0 0 17 Mar 2021
LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval Siqi Sun Yen-Chun Chen Linjie Li Shuohang Wang Yuwei Fang Jingjing Liu VLM 89 84 0 16 Mar 2021
Performance of a Geometric Deep Learning Pipeline for HL-LHC Particle Tracking X. Ju D. Murnane P. Calafiura Nicholas Choma S. Conlon ... Aditi Chauhan A. Schuy Shih-Chieh Hsu A. Ballow A. Lazar 50 65 0 11 Mar 2021
Majority Voting with Bidirectional Pre-translation For Bitext Retrieval Alex Jones Derry Wijaya 100 6 0 10 Mar 2021
LCDNet: Deep Loop Closure Detection and Point Cloud Registration for LiDAR SLAM Daniele Cattaneo Matteo Vaghi Abhinav Valada 3DPC 106 165 0 08 Mar 2021
Omni-swarm: A Decentralized Omnidirectional Visual-Inertial-UWB State Estimation System for Aerial Swarms Hao Xu Yichen Zhang Boyu Zhou Luqi Wang Xinjie Yao Guotao Meng Shaojie Shen 137 112 0 06 Mar 2021
A Data-Centric Framework for Composable NLP Workflows Zhengzhong Liu Guanxiong Ding Avinash Bukkittu Mansi Gupta Pengzhi Gao ... Haoying Zhang Xiaodan Liang Teruko Mitamura Eric Xing Zhiting Hu 59 6 0 02 Mar 2021