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2003.03369
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A Survey on Deep Hashing Methods
ACM Transactions on Knowledge Discovery from Data (TKDD), 2020
4 March 2020
Xiao Luo
Haixin Wang
Huasong Zhong
C. L. Philip Chen
Minghua Deng
Jianqiang Huang
Xiansheng Hua
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Papers citing
"A Survey on Deep Hashing Methods"
40 / 40 papers shown
A Survey on Deep Text Hashing: Efficient Semantic Text Retrieval with Binary Representation
Liyang He
Zhenya Huang
Cheng Yang
Rui Li
Zheng Zhang
Kai Zhang
Zhi Li
Qi Liu
Enhong Chen
3DV
443
0
0
31 Oct 2025
Image Hashing via Cross-View Code Alignment in the Age of Foundation Models
Ilyass Moummad
Kawtar Zaher
Hervé Goëau
Alexis Joly
194
2
0
31 Oct 2025
DualHash: A Stochastic Primal-Dual Algorithm with Theoretical Guarantee for Deep Hashing
Luxuan Li
Xiao Wang
C. Cui
173
0
0
21 Oct 2025
DarkHash: A Data-Free Backdoor Attack Against Deep Hashing
IEEE Transactions on Information Forensics and Security (TIFS), 2025
Ziqi Zhou
Menghao Deng
Yufei Song
Hangtao Zhang
Wei Wan
Shengshan Hu
Minghui Li
Leo Yu Zhang
Dezhong Yao
352
7
0
09 Oct 2025
Performance-Efficiency Trade-off for Fashion Image Retrieval
Julio Hurtado
Haoran Ni
Duygu Sap
Connor Mattinson
Martin Lotz
172
0
0
29 Sep 2025
Efficient Item ID Generation for Large-Scale LLM-based Recommendation
Anushya Subbiah
Vikram Aggarwal
James Pine
Steffen Rendle
Krishna Sayana
Kun Su
127
1
0
03 Sep 2025
Contrastive Multi-View Graph Hashing
Yang Xu
Zuliang Yang
Kai Ming Ting
174
0
0
17 Aug 2025
Voronoi Diagram Encoded Hashing
Yang Xu
Kai Ming Ting
206
1
0
04 Aug 2025
Cross-Domain Diffusion with Progressive Alignment for Efficient Adaptive Retrieval
IEEE Transactions on Image Processing (IEEE TIP), 2025
Junyu Luo
Yusheng Zhao
Xiao Luo
Zhiping Xiao
Wei Ju
Li Shen
Dacheng Tao
Ming Zhang
DiffM
435
3
0
20 May 2025
Nested Hash Layer: A Plug-and-play Module for Multiple-length Hash Code Learning
Liyang He
Yuren Zhang
Rui Li
Zhenya Huang
Runze Wu
Tong Xu
427
0
0
12 Dec 2024
Deep Transfer Hashing for Adaptive Learning on Federated Streaming Data
Manuel Röder
Frank-Michael Schleif
FedML
106
0
0
19 Sep 2024
FiCo-ITR: bridging fine-grained and coarse-grained image-text retrieval for comparative performance analysis
Mikel Williams-Lekuona
Georgina Cosma
268
2
0
29 Jul 2024
Multilingual De-Duplication Strategies: Applying scalable similarity search with monolingual & multilingual embedding models
Stefan Pasch
Dimitirios Petridis
Jannic Cutura
216
1
0
19 Jun 2024
ConceptHash: Interpretable Fine-Grained Hashing via Concept Discovery
Kam Woh Ng
Xiatian Zhu
Yi-Zhe Song
Tao Xiang
281
2
0
12 Jun 2024
Leveraging High-Resolution Features for Improved Deep Hashing-based Image Retrieval
Aymene Berriche
Mehdi Zakaria Adjal
Riyadh Baghdadi
217
6
0
20 Mar 2024
Bit-mask Robust Contrastive Knowledge Distillation for Unsupervised Semantic Hashing
The Web Conference (WWW), 2024
Liyang He
Zhenya Huang
Jiayu Liu
Enhong Chen
Fei-Yue Wang
Jing Sha
Shijin Wang
217
8
0
10 Mar 2024
Deep Hashing via Householder Quantization
L. R. Schwengber
Lucas Resende
Paulo Orenstein
Roberto Imbuzeiro Oliveira
MQ
352
3
0
07 Nov 2023
Semantic-Aware Adversarial Training for Reliable Deep Hashing Retrieval
IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023
Xu Yuan
Zheng Zhang
Xunguang Wang
Lin Wu
AAML
344
25
0
23 Oct 2023
A Comprehensive Survey on Vector Database: Storage and Retrieval Technique, Challenge
Le Ma
Ran Zhang
Yikun Han
Shirui Yu
Zaitian Wang
...
Yanjie Fu
Chunjiang Liu
Yuanchun Zhou
Chang-Tien Lu
Chang-Tien Lu
425
116
0
18 Oct 2023
DeepLSH: Deep Locality-Sensitive Hash Learning for Fast and Efficient Near-Duplicate Crash Report Detection
International Conference on Software Engineering (ICSE), 2023
Youcef Remil
Anes Bendimerad
Romain Mathonat
Chedy Raïssi
Mehdi Kaytoue
237
5
0
10 Oct 2023
Visual Tuning
ACM Computing Surveys (ACM Comput. Surv.), 2023
Bruce X. B. Yu
Jianlong Chang
Haixin Wang
Lin Liu
Shijie Wang
...
Lingxi Xie
Haojie Li
Zhouchen Lin
Qi Tian
Chang Wen Chen
VLM
514
63
0
10 May 2023
Advances on the classification of radio image cubes
Steven Ndung’u
Trienko L. Grobler
S. Wijnholds
Dimka Karastoyanova
George Azzopardi
113
0
0
05 May 2023
Deep Lifelong Cross-modal Hashing
Liming Xu
Hanqi Li
Bochuan Zheng
Weisheng Li
Jiancheng Lv
CLL
344
2
0
26 Apr 2023
Learning Label Encodings for Deep Regression
International Conference on Learning Representations (ICLR), 2023
Deval Shah
Tor M. Aamodt
344
3
0
04 Mar 2023
Unsupervised Hashing with Similarity Distribution Calibration
British Machine Vision Conference (BMVC), 2023
KamWoh Ng
Xiatian Zhu
Jiun Tian Hoe
Chee Seng Chan
Tianyu Zhang
Yi-Zhe Song
Tao Xiang
252
7
0
15 Feb 2023
Content-Based Medical Image Retrieval with Opponent Class Adaptive Margin Loss
Information Sciences (Inf. Sci.), 2022
Ş. Öztürk
Emin Çelik
Tolga Çukur
MedIm
180
48
0
22 Nov 2022
A Lower Bound of Hash Codes' Performance
Neural Information Processing Systems (NeurIPS), 2022
Xiaosu Zhu
Jingkuan Song
Yu Lei
Lianli Gao
Hengtao Shen
213
2
0
12 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
253
16
0
23 Sep 2022
A Comprehensive Survey on Trustworthy Recommender Systems
Wenqi Fan
Xiangyu Zhao
Xiao Chen
Jingran Su
Jingtong Gao
...
Qidong Liu
Yiqi Wang
Hanfeng Xu
Lei Chen
Qing Li
FaML
283
67
0
21 Sep 2022
Pattern Spotting and Image Retrieval in Historical Documents using Deep Hashing
IEEE International Conference on Systems, Man and Cybernetics (SMC), 2022
Caio da S. Dias
A. Britto
J. P. Barddal
L. Heutte
Alessandro Lameiras Koerich
178
0
0
04 Aug 2022
Accelerating Code Search with Deep Hashing and Code Classification
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Wenchao Gu
Yanlin Wang
Lun Du
Hongyu Zhang
Shi Han
Dongmei Zhang
Michael R. Lyu
261
28
0
29 Mar 2022
Unsupervised Representation Learning via Neural Activation Coding
Yookoon Park
Sangho Lee
Gunhee Kim
David M. Blei
SSL
292
8
0
07 Dec 2021
PP-ShiTu: A Practical Lightweight Image Recognition System
Shengyun Wei
Ruoyu Guo
Cheng Cui
Bin Lu
Shuilong Dong
...
Xueying Lyu
Qiwen Liu
Xiaoguang Hu
Dianhai Yu
Yanjun Ma
CVBM
300
8
0
01 Nov 2021
When Similarity Digest Meets Vector Management System: A Survey on Similarity Hash Function
Zhushou Tang
Lingyi Tang
Ke Tang
Ruoying Tang
205
1
0
18 Sep 2021
Instance-weighted Central Similarity for Multi-label Image Retrieval
Zhiwei Zhang
Hanyu Peng
326
9
0
11 Aug 2021
LLC: Accurate, Multi-purpose Learnt Low-dimensional Binary Codes
Neural Information Processing Systems (NeurIPS), 2021
Aditya Kusupati
Matthew Wallingford
Vivek Ramanujan
Raghav Somani
J. S. Park
Krishna Pillutla
Prateek Jain
Sham Kakade
Ali Farhadi
MQ
OffRL
375
9
0
02 Jun 2021
Deep Unsupervised Hashing by Distilled Smooth Guidance
IEEE International Conference on Multimedia and Expo (ICME), 2021
Xiao Luo
Zeyu Ma
Daqing Wu
Huasong Zhong
Chong Chen
Jinwen Ma
Minghua Deng
229
2
0
13 May 2021
Ternary Hashing
Chang Liu
Lixin Fan
Kam Woh Ng
Yilun Jin
Ce Ju
Tianyu Zhang
Chee Seng Chan
Qiang Yang
228
4
0
16 Mar 2021
A Decade Survey of Content Based Image Retrieval using Deep Learning
S. Dubey
VLM
BDL
466
305
0
23 Nov 2020
Semantic Hierarchy Preserving Deep Hashing for Large-scale Image Retrieval
Ming Zhang
Xuefei Zhe
Ou-Yang Le
Shifeng Chen
Hong-Mei Yan
VLM
350
11
0
31 Jan 2019
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