Learning to Hash for Indexing Big Data - A Survey

17 September 2015

Jun Wang

Wen Liu

Sanjiv Kumar

Shih-Fu Chang

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Papers citing "Learning to Hash for Indexing Big Data - A Survey"

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Title
Discovering Data Structures: Nearest Neighbor Search and Beyond Omar Salemohamed Laurent Charlin Shivam Garg Vatsal Sharan Gregory Valiant FedML 26 0 0 05 Nov 2024
Sobolev neural network with residual weighting as a surrogate in linear and non-linear mechanics A.O.M. Kilicsoy J. Liedmann M. Valdebenito F. Barthold M. G. R. Faes 40 0 0 23 Jul 2024
The Faiss library Matthijs Douze Alexandr Guzhva Chengqi Deng Jeff Johnson Gergely Szilvasy Pierre-Emmanuel Mazaré Maria Lomeli Lucas Hosseini Hervé Jégou 49 147 0 16 Jan 2024
Improved Frequency Estimation Algorithms with and without Predictions Anders Aamand Justin Y. Chen Huy Nguyen Sandeep Silwal A. Vakilian 35 6 0 12 Dec 2023
Temporal Treasure Hunt: Content-based Time Series Retrieval System for Discovering Insights Chin-Chia Michael Yeh Huiyuan Chen Xin Dai Yan Zheng Yujie Fan ... Junpeng Wang Audrey Der Zhongfang Zhuang Liang Wang Wei Zhang 32 1 0 05 Nov 2023
Worst-case Performance of Popular Approximate Nearest Neighbor Search Implementations: Guarantees and Limitations Piotr Indyk Haike Xu 23 14 0 29 Oct 2023
An Efficient Content-based Time Series Retrieval System Chin-Chia Michael Yeh Huiyuan Chen Xin Dai Yan Zheng Junpeng Wang ... Audrey Der Zhongfang Zhuang Liang Wang Wei Zhang Jeff M. Phillips 46 5 0 05 Oct 2023
Sparse-Inductive Generative Adversarial Hashing for Nearest Neighbor Search Hong Liu GAN 33 0 0 12 Jun 2023
ElasticHash: Semantic Image Similarity Search by Deep Hashing with Elasticsearch Nikolaus Korfhage M. Mühling Bernd Freisleben 24 3 0 08 May 2023
Cross-Scale Context Extracted Hashing for Fine-Grained Image Binary Encoding Xuetong Xue Jiaying Shi Xinxue He Sheng Xu Zhaoming Pan 36 2 0 14 Oct 2022
CoopHash: Cooperative Learning of Multipurpose Descriptor and Contrastive Pair Generator via Variational MCMC Teaching for Supervised Image Hashing Khoa D. Doan Jianwen Xie Y. Zhu Yang Zhao Ping Li GAN 23 2 0 09 Oct 2022
Unsupervised Hashing with Semantic Concept Mining Rong-Cheng Tu Xian-Ling Mao Kevin Qinghong Lin Chengfei Cai Weize Qin Hongfa Wang Wei Wei Heyan Huang 65 10 0 23 Sep 2022
HyP $^2$ Loss: Beyond Hypersphere Metric Space for Multi-label Image Retrieval Chengying Xu Zenghao Chai Zhengzhuo Xu Chun Yuan Yanbo Fan Jue Wang 34 18 0 14 Aug 2022
TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s Felix Chern Blake A. Hechtman Andy Davis Ruiqi Guo David Majnemer Surinder Kumar 102 22 0 28 Jun 2022
Unsupervised Space Partitioning for Nearest Neighbor Search Abrar Fahim Mohammed Eunus Ali Muhammad Aamir Cheema 21 1 0 16 Jun 2022
Accelerating Code Search with Deep Hashing and Code Classification Wenchao Gu Yanlin Wang Lun Du Hongyu Zhang Shi Han Dongmei Zhang Michael R. Lyu 38 16 0 29 Mar 2022
Triangle and Four Cycle Counting with Predictions in Graph Streams Justin Y. Chen T. Eden Piotr Indyk Honghao Lin Shyam Narayanan R. Rubinfeld Sandeep Silwal Tal Wagner David P. Woodruff Michael Zhang 63 21 0 17 Mar 2022
Deep Unsupervised Hashing with Latent Semantic Components Qinghong Lin Xiaojun Chen Qin Zhang Shao-Qian Cai Wenzhe Zhao Hongfa Wang 20 21 0 17 Mar 2022
Hybrid Contrastive Quantization for Efficient Cross-View Video Retrieval Jinpeng Wang Bin Chen Dongliang Liao Ziyun Zeng Gongfu Li Shutao Xia Jin Xu 30 7 0 07 Feb 2022
Nearest neighbor search with compact codes: A decoder perspective Kenza Amara Matthijs Douze Alexandre Sablayrolles Hervé Jégou MQ 22 6 0 17 Dec 2021
Meta Cross-Modal Hashing on Long-Tailed Data Runmin Wang Guoxian Yu C. Domeniconi Xiangliang Zhang 30 3 0 07 Nov 2021
Learning-Augmented $k$ -means Clustering Jon Ergun Zhili Feng Sandeep Silwal David P. Woodruff Samson Zhou 26 30 0 27 Oct 2021
(Optimal) Online Bipartite Matching with Degree Information Anders Aamand Justin Y. Chen Piotr Indyk 43 7 0 21 Oct 2021
One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective Jiun Tian Hoe KamWoh Ng Tianyu Zhang Chee Seng Chan Yi-Zhe Song Tao Xiang MQ 40 110 0 29 Sep 2021
PHPQ: Pyramid Hybrid Pooling Quantization for Efficient Fine-Grained Image Retrieval Ziyun Zeng Jinpeng Wang Bin Chen Tao Dai Shutao Xia Zhi Wang MQ 31 11 0 11 Sep 2021
Learning to Hash Robustly, Guaranteed Alexandr Andoni Daniel Beaglehole 14 9 0 11 Aug 2021
A Survey on Personal Image Retrieval Systems Amit Kumar Nath Andy Wang 33 0 0 09 Jul 2021
Online Hashing with Similarity Learning Zhenyu Weng Yuesheng Zhu 19 0 0 04 Jul 2021
Multiplying Matrices Without Multiplying Davis W. Blalock John Guttag 19 51 0 21 Jun 2021
Learning-based Support Estimation in Sublinear Time T. Eden Piotr Indyk Shyam Narayanan R. Rubinfeld Sandeep Silwal Tal Wagner 21 27 0 15 Jun 2021
LLC: Accurate, Multi-purpose Learnt Low-dimensional Binary Codes Aditya Kusupati Matthew Wallingford Vivek Ramanujan Raghav Somani J. S. Park Krishna Pillutla Prateek Jain Sham Kakade Ali Farhadi MQ OffRL 23 9 0 02 Jun 2021
Efficient Passage Retrieval with Hashing for Open-domain Question Answering Ikuya Yamada Akari Asai Hannaneh Hajishirzi MQ 28 80 0 02 Jun 2021
Unsupervised Multi-Index Semantic Hashing Christian B. Hansen Casper Hansen J. Simonsen Stephen Alstrup Christina Lioma 27 8 0 26 Mar 2021
Item Recommendation from Implicit Feedback Steffen Rendle 19 42 0 21 Jan 2021
Efficient Similarity-Preserving Unsupervised Learning using Modular Sparse Distributed Codes and Novelty-Contingent Noise Rod Rinkus 9 0 0 19 Oct 2020
Locality Sensitive Hashing with Extended Differential Privacy Natasha Fernandes Yusuke Kawamoto Takao Murakami 32 12 0 19 Oct 2020
Unsupervised Deep Cross-modality Spectral Hashing Tuan Hoang Thanh-Toan Do Tam V. Nguyen Ngai-man Cheung 24 24 0 01 Aug 2020
Automated Database Indexing using Model-free Reinforcement Learning Gabriel Paludo Licks Felipe Meneguzzi OffRL 7 27 0 25 Jul 2020
Online Page Migration with ML Advice Piotr Indyk Frederik Mallmann-Trenn Slobodan Mitrović R. Rubinfeld OnRL 14 17 0 09 Jun 2020
Targeted Attack for Deep Hashing based Retrieval Jiawang Bai Bin Chen Yiming Li Dongxian Wu Weiwei Guo Shutao Xia En-Hui Yang AAML 14 85 0 15 Apr 2020
A Survey on Deep Hashing Methods Xiao Luo Haixin Wang Huasong Zhong C. L. Philip Chen Minghua Deng Jianqiang Huang Xiansheng Hua 41 170 0 04 Mar 2020
Learning to Hash with Graph Neural Networks for Recommender Systems Qiaoyu Tan Ninghao Liu Xing Zhao Hongxia Yang Jingren Zhou Xia Hu 26 94 0 04 Mar 2020
Random VLAD based Deep Hashing for Efficient Image Retrieval Li Weng Lingzhi Ye Jiangmin Tian Jiuwen Cao Jianzhong Wang 21 5 0 06 Feb 2020
Optimized Feature Space Learning for Generating Efficient Binary Codes for Image Retrieval Abin Jose Erik Stefan Ottlik Christian Rohlfing J. Ohm 24 6 0 30 Jan 2020
Graph-based Multi-view Binary Learning for Image Clustering Guangqi Jiang Huibing Wang Jinjia Peng Dongyan Chen Xianping Fu 18 26 0 11 Dec 2019
Learning-Based Low-Rank Approximations Piotr Indyk A. Vakilian Yang Yuan 39 67 0 30 Oct 2019
A Multilabel Classification Framework for Approximate Nearest Neighbor Search Ville Hyvönen Elias Jääsaari Teemu Roos 16 2 0 18 Oct 2019
Document Hashing with Mixture-Prior Generative Models Wei Dong Qinliang Su Dinghan Shen Changyou Chen 33 14 0 29 Aug 2019
Accelerating Large-Scale Inference with Anisotropic Vector Quantization Ruiqi Guo Philip Sun Xiang Wu Quan Geng David Simcha Felix Chern Sanjiv Kumar MQ 21 7 0 27 Aug 2019
Cross-modal Zero-shot Hashing Xuanwu Liu Zheng Li Jun Wang Guoxian Yu C. Domeniconi Xiangliang Zhang 27 17 0 19 Aug 2019