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
Central Similarity Quantization for Efficient Image and Video Retrieval Li-xin Yuan Tao Wang Xiaopeng Zhang Francis E. H. Tay Zequn Jie Wei Liu Jiashi Feng 25 283 0 01 Aug 2019
Reconstruct and Represent Video Contents for Captioning via Reinforcement Learning Wei Zhang Bairui Wang Lin Ma Wei Liu 20 67 0 03 Jun 2019
Supervised Online Hashing via Similarity Distribution Learning Mingbao Lin Rongrong Ji Shen Chen Feng Zheng Xiaoshuai Sun Baochang Zhang Liujuan Cao G. Guo Feiyue Huang 22 1 0 31 May 2019
Weakly-paired Cross-Modal Hashing Xuanwu Liu Jun Wang Guoxian Yu C. Domeniconi Xiangliang Zhang 13 25 0 29 May 2019
Ranking-based Deep Cross-modal Hashing Xuanwu Liu Guoxian Yu C. Domeniconi Jun Wang Yazhou Ren Maozu Guo 30 71 0 11 May 2019
DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs Erkun Yang Tongliang Liu Cheng Deng Wei Liu Dacheng Tao FedML 14 144 0 09 May 2019
Efficient Discrete Supervised Hashing for Large-scale Cross-modal Retrieval Tao Yao Xiangwei Kong Lian-shan Yan Wenjing Tang Q. Tian 28 26 0 03 May 2019
Encoding Categorical Variables with Conjugate Bayesian Models for WeWork Lead Scoring Engine Austin Slakey Daniel Salas Yoni Schamroth 6 14 0 30 Apr 2019
Simultaneous Feature Aggregating and Hashing for Compact Binary Code Learning Thanh-Toan Do Khoa Le Tuan Hoang Huu Le Tam V. Nguyen Ngai-man Cheung 22 18 0 24 Apr 2019
Shared Predictive Cross-Modal Deep Quantization Erkun Yang Cheng Deng Chao Li Wei Liu Jie Li Dacheng Tao MQ 24 131 0 16 Apr 2019
Deep Policy Hashing Network with Listwise Supervision Shaoying Wang Hai-Cheng Lai Yifan Yang Jian Yin 31 3 0 03 Apr 2019
Efficient Inner Product Approximation in Hybrid Spaces Xiang Wu Ruiqi Guo David Simcha Dave Dopson Sanjiv Kumar 17 16 0 20 Mar 2019
Optimal Projection Guided Transfer Hashing for Image Retrieval Ji Liu Lei Zhang 24 39 0 01 Mar 2019
Fast and Exact Nearest Neighbor Search in Hamming Space on Full-Text Search Engines Cun Mu Jun Zhao Guang Yang Binwei Yang Zheng Yan MQ 32 3 0 20 Feb 2019
Deep Hashing using Entropy Regularised Product Quantisation Network Jo Schlemper Jose Caballero Andrew P. Aitken Joost R. van Amersfoort 21 1 0 11 Feb 2019
Towards Optimal Discrete Online Hashing with Balanced Similarity Mingbao Lin Rongrong Ji Hong Liu Xiaoshuai Sun Yongjian Wu Yunsheng Wu 37 54 0 29 Jan 2019
Learning Space Partitions for Nearest Neighbor Search Yihe Dong Piotr Indyk Ilya P. Razenshteyn Tal Wagner 29 12 0 24 Jan 2019
Learning to compress and search visual data in large-scale systems Sohrab Ferdowsi 29 2 0 24 Jan 2019
What and Where: A Context-based Recommendation System for Object Insertion Song-Hai Zhang Zhengping Zhou Bin Liu Xin Dong Dun Liang P. Hall Shimin Hu VLM 23 23 0 24 Nov 2018
Tattoo Image Search at Scale: Joint Detection and Compact Representation Learning Hu Han Jiajian Li Anil K. Jain Shiguang Shan Xilin Chen MedIm 19 34 0 01 Nov 2018
Learning Hash Codes via Hamming Distance Targets M. Lončarić Bowei Liu Ryan Weber MQ 21 4 0 01 Oct 2018
Data-Parallel Hashing Techniques for GPU Architectures Brenton Lessley 14 20 0 11 Jul 2018
Learning to Index for Nearest Neighbor Search Chih-Yi Chiu Amorntip Prayoonwong Yin-Chih Liao 11 29 0 09 Jul 2018
Approximate Nearest Neighbor Search in High Dimensions Alexandr Andoni Piotr Indyk Ilya P. Razenshteyn 15 148 0 26 Jun 2018
Spreading vectors for similarity search Alexandre Sablayrolles Matthijs Douze Cordelia Schmid Hervé Jégou MQ 27 115 0 08 Jun 2018
Improving Deep Binary Embedding Networks by Order-aware Reweighting of Triplets Jikai Chen Hanjiang Lai Libing Geng Yan Pan 24 8 0 17 Apr 2018
Distributed Collaborative Hashing and Its Applications in Ant Financial Chaochao Chen Ziqi Liu P. Zhao Longfei Li Jun Zhou Xiaolong Li FedML 11 7 0 13 Apr 2018
Binary Constrained Deep Hashing Network for Image Retrieval without Manual Annotation Thanh-Toan Do Tuan Hoang Dang-Khoa Le Tan Trung T. Pham Huu Le Ngai-man Cheung Ian Reid MQ 24 9 0 21 Feb 2018
Simultaneous Compression and Quantization: A Joint Approach for Efficient Unsupervised Hashing Tuan Hoang Thanh-Toan Do Huu Le Dang-Khoa Le Tan Ngai-man Cheung MQ 27 8 0 19 Feb 2018
Convolutional Hashing for Automated Scene Matching M. Lončarić Bowei Liu Ryan Weber 11 1 0 09 Feb 2018
SCH-GAN: Semi-supervised Cross-modal Hashing by Generative Adversarial Network Jian Zhang Yuxin Peng Mingkuan Yuan GAN 29 117 0 07 Feb 2018
Self-Supervised Video Hashing with Hierarchical Binary Auto-encoder Jingkuan Song Hanwang Zhang Xiangpeng Li Lianli Gao Ming Wang Richang Hong 27 245 0 07 Feb 2018
Attribute-Guided Network for Cross-Modal Zero-Shot Hashing Zhong Ji Yunxin Sun YunLong Yu Yanwei Pang Jiawei Han 13 84 0 06 Feb 2018
Compact Hash Code Learning with Binary Deep Neural Network Thanh-Toan Do Tuan Hoang Dang-Khoa Le Tan Anh-Dzung Doan Ngai-man Cheung MQ 22 17 0 08 Dec 2017
The Case for Learned Index Structures Tim Kraska Alex Beutel Ed H. Chi J. Dean N. Polyzotis 31 1,026 0 04 Dec 2017
Unsupervised Generative Adversarial Cross-modal Hashing Jian Zhang Yuxin Peng Mingkuan Yuan GAN 27 196 0 01 Dec 2017
Supervised Hashing with End-to-End Binary Deep Neural Network Dang-Khoa Le Tan Thanh-Toan Do Ngai-man Cheung MQ 21 3 0 24 Nov 2017
Set-to-Set Hashing with Applications in Visual Recognition I-Hong Jhuo Jun Wang 27 0 0 02 Nov 2017
Superposed Episodic and Semantic Memory via Sparse Distributed Representation Rod Rinkus Jasmin Léveillé 16 2 0 21 Oct 2017
Effective Image Retrieval via Multilinear Multi-index Fusion Zhizhong Zhang Yuan Xie Wensheng Zhang Q. Tian 35 15 0 27 Sep 2017
Variational Deep Semantic Hashing for Text Documents Suthee Chaidaroon Yi Fang 13 73 0 11 Aug 2017
ProjectionNet: Learning Efficient On-Device Deep Networks Using Neural Projections Sujith Ravi 33 62 0 02 Aug 2017
Evaluation of Hashing Methods Performance on Binary Feature Descriptors J. Komorowski Tomasz Trzciñski 16 1 0 21 Jul 2017
Discrete Multi-modal Hashing with Canonical Views for Robust Mobile Landmark Search Lei Zhu Zi Huang Xiaobai Liu Xiangnan He Jingkuan Song Xiaofang Zhou 26 111 0 13 Jul 2017
Bolt: Accelerated Data Mining with Fast Vector Compression Davis W. Blalock John Guttag MQ 28 30 0 30 Jun 2017
Streaming Binary Sketching based on Subspace Tracking and Diagonal Uniformization Anne Morvan Antoine Souloumiac Cédric Gouy-Pailler Jamal Atif 41 1 0 22 May 2017
PQTable: Non-exhaustive Fast Search for Product-quantized Codes using Hash Tables Yusuke Matsui T. Yamasaki Kiyoharu Aizawa 21 12 0 21 Apr 2017
Simultaneous Feature Aggregating and Hashing for Large-scale Image Search Thanh-Toan Do Dang-Khoa Le Tan Trung T. Pham Ngai-man Cheung 24 36 0 04 Apr 2017
Learning Discrete Representations via Information Maximizing Self-Augmented Training Weihua Hu Takeru Miyato Seiya Tokui Eiichi Matsumoto Masashi Sugiyama 41 446 0 28 Feb 2017
Hashing in the Zero Shot Framework with Domain Adaptation Shubham Pachori Ameya Deshpande Shanmuganathan Raman 21 25 0 07 Feb 2017