Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,874 papers shown

Title
X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers Jaemin Cho Jiasen Lu Dustin Schwenk Hannaneh Hajishirzi Aniruddha Kembhavi VLM MLLM 95 102 0 23 Sep 2020
Generation-Augmented Retrieval for Open-domain Question Answering Yuning Mao Pengcheng He Xiaodong Liu Yelong Shen Jianfeng Gao Jiawei Han Weizhu Chen RALM 114 252 0 17 Sep 2020
S2SD: Simultaneous Similarity-based Self-Distillation for Deep Metric Learning Karsten Roth Timo Milbich Bjorn Ommer Joseph Paul Cohen Marzyeh Ghassemi FedML 141 17 0 17 Sep 2020
A Deep Learning Approach to Geographical Candidate Selection through Toponym Matching Mariona Coll Ardanuy Kasra Hosseini Katherine McDonough A. Krause Daniel Alexander van Strien F. Nanni 79 12 0 17 Sep 2020
Reasoning about Goals, Steps, and Temporal Ordering with WikiHow Li Zhang Qing Lyu Chris Callison-Burch ReLM LRM 84 89 0 16 Sep 2020
Current Limitations of Language Models: What You Need is Retrieval Aran Komatsuzaki LRM 39 3 0 15 Sep 2020
Unsupervised Feature Learning by Autoencoder and Prototypical Contrastive Learning for Hyperspectral Classification Zeyu Cao Xiaorun Li Liaoying Zhao SSL 79 31 0 02 Sep 2020
Neural Code Search Revisited: Enhancing Code Snippet Retrieval through Natural Language Intent Geert Heyman Tom Van Cutsem 68 31 0 27 Aug 2020
Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries Benjamin Heinzerling Kentaro Inui KELM 70 133 0 20 Aug 2020
Self-Sampling for Neural Point Cloud Consolidation G. Metzer Rana Hanocka Raja Giryes Daniel Cohen-Or 3DPC 99 30 0 14 Aug 2020
RODEO: Replay for Online Object Detection Manoj Acharya Tyler L. Hayes Christopher Kanan ObjD CLL 67 46 0 14 Aug 2020
Distributed Tera-Scale Similarity Search with MPI: Provably Efficient Similarity Search over billions without a Single Distance Computation Nicholas Meisburger Anshumali Shrivastava 37 3 0 05 Aug 2020
Fast top-K Cosine Similarity Search through XOR-Friendly Binary Quantization on GPUs Xiaozheng Jian Jianqiu Lu Zexi Yuan Aoyu Li MQ 46 6 0 05 Aug 2020
Bringing UMAP Closer to the Speed of Light with GPU Acceleration Corey J. Nolet V. Lafargue Edward Raff Thejaswi Nanditale Tim Oates John Zedlewski Joshua Patterson 95 35 0 01 Aug 2020
Evaluating the reliability of acoustic speech embeddings Robin Algayres Mohamed Salah Zaiem Benoît Sagot Emmanuel Dupoux 92 29 0 27 Jul 2020
Accelerating 3D Deep Learning with PyTorch3D Nikhila Ravi Jeremy Reizenstein David Novotny Taylor Gordon Wan-Yen Lo Justin Johnson Georgia Gkioxari 3DPC 155 926 0 16 Jul 2020
Autoregressive Unsupervised Image Segmentation Yassine Ouali C´eline Hudelot Myriam Tami SSL 96 87 0 16 Jul 2020
MosAIc: Finding Artistic Connections across Culture with Conditional Image Retrieval Mark Hamilton Stephanie Fu Mindren Lu Johnny Bui Darius Bopp ... Margaret Wang Marina Rogers Lei Zhang Chris Hoder William T. Freeman 96 3 0 14 Jul 2020
Generalized Few-Shot Video Classification with Video Retrieval and Feature Generation Yongqin Xian Bruno Korbar Matthijs Douze Lorenzo Torresani Bernt Schiele Zeynep Akata VGen 70 18 0 09 Jul 2020
PinnerSage: Multi-Modal User Embedding Framework for Recommendations at Pinterest Aditya Pal Chantat Eksombatchai Yitong Zhou Bo Zhao Charles R. Rosenberg J. Leskovec 66 138 0 07 Jul 2020
Climbing the WOL: Training for Cheaper Inference Zichang Liu Zhaozhuo Xu A. Ji Jonathan Li Beidi Chen Anshumali Shrivastava TPM 97 7 0 02 Jul 2020
Relevance-guided Supervision for OpenQA with ColBERT Omar Khattab Christopher Potts Matei A. Zaharia RALM 74 100 0 01 Jul 2020
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval Lee Xiong Chenyan Xiong Ye Li Kwok-Fung Tang Jialin Liu Paul N. Bennett Junaid Ahmed Arnold Overwijk 147 1,240 0 01 Jul 2020
Similarity Search for Efficient Active Learning and Search of Rare Concepts Cody Coleman Edward Chou Julian Katz-Samuels Sean Culatana Peter Bailis Alexander C. Berg Robert Nowak Roshan Sumbaly Matei A. Zaharia I. Z. Yalniz 90 42 0 30 Jun 2020
Self-Supervised MultiModal Versatile Networks Jean-Baptiste Alayrac Adrià Recasens R. Schneider Relja Arandjelović Jason Ramapuram J. Fauw Lucas Smaira Sander Dieleman Andrew Zisserman SSL 195 375 0 29 Jun 2020
Answering Questions on COVID-19 in Real-Time Jinhyuk Lee Sean S. Yi Minbyul Jeong Mujeen Sung Wonjin Yoon Yonghwa Choi Miyoung Ko Jaewoo Kang 80 43 0 29 Jun 2020
Pre-training via Paraphrasing M. Lewis Marjan Ghazvininejad Gargi Ghosh Armen Aghajanyan Sida I. Wang Luke Zettlemoyer AIMat 102 161 0 26 Jun 2020
Labelling unlabelled videos from scratch with multi-modal self-supervision Yuki M. Asano Mandela Patrick Christian Rupprecht Andrea Vedaldi SSL 126 152 0 24 Jun 2020
Adversarial Robustness of Deep Sensor Fusion Models Shaojie Wang Tong Wu Ayan Chakrabarti Yevgeniy Vorobeychik AAML 58 11 0 23 Jun 2020
Cross-lingual Retrieval for Iterative Self-Supervised Training C. Tran Y. Tang Xian Li Jiatao Gu RALM 70 75 0 16 Jun 2020
High-Dimensional Similarity Search with Quantum-Assisted Variational Autoencoder Nicholas Gao M. Wilson T. Vandal W. Vinci R. Nemani E. Rieffel DRL 27 19 0 13 Jun 2020
Hysia: Serving DNN-Based Video-to-Retail Applications in Cloud Huaizheng Zhang Yuanming Li Qiming Ai Yong Luo Yonggang Wen Yichao Jin T. Duong 3DH 43 10 0 09 Jun 2020
Procrustean Orthogonal Sparse Hashing Mariano Tepper D. Sengupta Ted Willke 43 1 0 08 Jun 2020
On Mutual Information in Contrastive Learning for Visual Representations Mike Wu Chengxu Zhuang Milan Mossé Daniel L. K. Yamins Noah D. Goodman SSL 73 85 0 27 May 2020
Open-Retrieval Conversational Question Answering Chen Qu Liu Yang Cen Chen Minghui Qiu W. Bruce Croft Mohit Iyyer RALM 85 175 0 22 May 2020
Contrastive Learning for Debiased Candidate Generation in Large-Scale Recommender Systems Chang Zhou Jianxin Ma Jianwei Zhang Jingren Zhou Hongxia Yang 156 148 0 20 May 2020
Controllable Multi-Interest Framework for Recommendation Yukuo Cen Jianwei Zhang Xu Zou Chang Zhou Hongxia Yang Jie Tang 86 274 0 19 May 2020
Neural Stochastic Block Model & Scalable Community-Based Graph Learning Zheng Chen Xinli Yu Yuan Ling Xiaohua Hu 37 1 0 16 May 2020
Prototypical Contrastive Learning of Unsupervised Representations Junnan Li Pan Zhou Caiming Xiong Guosheng Lin SSL DRL 153 982 0 11 May 2020
Transformer Based Language Models for Similar Text Retrieval and Ranking Javed Qadrud-Din Ashraf Bah Rabiou Ryan S Walker Ravindra Soni M. Gajek Gabriel Pack A. Rangaraj 43 5 0 10 May 2020
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA Nora Kassner Hinrich Schütze RALM 117 69 0 02 May 2020
Syntactic Question Abstraction and Retrieval for Data-Scarce Semantic Parsing Wonseok Hwang Jinyeong Yim Seunghyun Park Minjoon Seo 35 0 0 01 May 2020
MUSS: Multilingual Unsupervised Sentence Simplification by Mining Paraphrases Louis Martin Angela Fan Eric Villemonte de la Clergerie Antoine Bordes Benoît Sagot 76 36 0 01 May 2020
Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering Wenhan Xiong Hong Wang Wenjie Wang RALM 91 17 0 30 Apr 2020
Analyzing the Surprising Variability in Word Embedding Stability Across Languages Laura Burdick Jonathan K. Kummerfeld Rada Mihalcea 44 9 0 30 Apr 2020
Exploiting Sentence Order in Document Alignment Brian Thompson Philipp Koehn 46 19 0 30 Apr 2020
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT Omar Khattab Matei A. Zaharia 145 1,387 0 27 Apr 2020
Augmenting Transformers with KNN-Based Composite Memory for Dialogue Angela Fan Claire Gardent Chloé Braud Antoine Bordes RALM 161 76 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 72 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 96 89 0 26 Apr 2020