Alexandr Andoni, Daniel Beaglehole, 2021. Learning to Hash Robustly, with Guarantees |
Shallow |
M. Bawa, T. Condie, P. Ganesan, 2005. LSH Forest: Self-Tuning Indexes for Similarity Search |
Shallow |
, . |
Shallow |
M. Carreira-Perpinan, R. Raziperchikolaei, 2015. Hashing with Binary Autoencoders |
Deep |
L. Chen, H. Esfandiari, G. Fu, V. Mirrokni, 2019. Locality-Sensitive Hashing for f-Divergences: Mutual Information Loss and Beyond |
Shallow |
Miaomiao Cheng, Liping Jing, Michael K. Ng, 2021. Robust Unsupervised Cross-modal Hashing for Multimedia Retrieval |
Deep |
Y. Gong, S. Lazebnik, 2011. Iterative Quantization: A Procrustean Approach to Learning Binary Codes |
Shallow |
Y. Gong, S. Kumar, H. Rowley, S. Lazebnik, 2013. Learning Binary Codes for High-Dimensional Data Using Bilinear Projections |
Shallow |
Casper Hansen, Christian Hansen, Jakob Grue Simonsen, Stephen Alstrup, Christina Lioma, 2020. Unsupervised Semantic Hashing with Pairwise Reconstruction |
Deep |
Xiangyu He, Peisong Wang, Jian Cheng, 2019. K-Nearest Neighbors Hashing |
Shallow |
J. Heo, Y. Lee, J. He, S. Chang, S. Yoon, 2012. Spherical Hashing |
Shallow |
G. Irie, Z. Li, X. Wu, S. Chang, 2014. Locally Linear Hashing for Extracting Non-Linear Manifolds |
Shallow |
P. Jain, S. Vijayanarasimhan, K. Grauman, 2010. Hashing Hyperplane Queries to Near Points with Applications to Large-Scale Active Learning |
Shallow |
Q. Jiang, W. Li, 2015. Scalable Graph Hashing with Feature Transformation |
Shallow |
Z. Jin, Y. Hu, Y. Lin, D. Zhang, S. Lin, D. Cai, X. Li, 2013. Complementary Projection Hashing |
Shallow |
Sheng Jin, Hongxun Yao, Qin Zhou, Yao Liu, Jianqiang Huang, Xiansheng Hua, 2021. Unsupervised Discrete Hashing with Affinity Similarity |
Deep |
W. Kong, W. Li, 2012. Isotropic Hashing |
Shallow |
B. Kulis, K. Grauman, 2009. Kernelized Locality-Sensitive Hashing for Scalable Image Search |
Shallow |
B. Kulis, T. Darrell, 2009. Learning to Hash with Binary Reconstructive Embeddings |
Shallow |
Cong Leng, Jiaxiang Wu, Jian Cheng, Xi Zhang and Hanqing Lu, 2015. Hashing for Distributed Data |
Shallow |
Ping Li, Trevor J Hastie, Kenneth W. Church, 2006. Very Sparse Random Projections |
Shallow |
P. Li, 2015. 0-Bit Consistent Weighted Sampling |
Shallow |
Shuyan Li, Zhixiang Chen, Jiwen Lu, Xiu Li, and Jie Zhou, 2019. Neighborhood Preserving Hashing for Scalable Video Retrieval |
Deep |
Shuyan Li, Zhixiang Chen, Jiwen Lu, Xiu Li, Jie Zhou, 2019. Neighborhood Preserving Hashing for Scalable Video Retrieval |
Deep |
, . |
Deep |
W. Liu, J. Wang, S. Kumar, S. Chang, 2011. Hashing with Graphs |
Shallow |
W. Liu, C. Mu, S. Kumar, S. Chang, 2014. Discrete Graph Hashing |
Shallow |
Song Liu, Shengsheng Qian, Yang Guan, Jiawei Zhan, Long Ying, 2020. Joint-modal Distribution-based Similarity Hashing for Large-scale Unsupervised Deep Cross-modal Retrieval |
Deep |
Jianglin Lu, Zhihui Lai, Hailing Wang, Jie Zhou, 2020. Label Self-Adaption Hashing for Image Retrieval |
Shallow |
Q. Lv, W. Josephson, Z. Wang, M. Charikar, K. Li, 2007. Multi-Probe LSH: Efficient Indexing for High-Dimensional Similarity Search |
Shallow |
Lopamudra Mukherjee, Sathya N. Ravi, Vamsi K. Ithapu, Tyler Holmes and Vikas Singh, 2015. An NMF perspective on Binary Hashing |
Shallow |
B. Neyshabur, R. Salakhutdinov, N. Srebro, 2013. The Power of Asymmetry in Binary Hashing |
Shallow |
, . |
Shallow |
M. Norouzi, D. Fleet, 2011. Minimal Loss Hashing |
Shallow |
Loic Pauleve, Herve Jegou, Laurent Amsaleg, 2010. Locality sensitive hashing: a comparison of hash function types and querying mechanisms |
Shallow |
M. Rastegari, V. Ordonez, J. Redmon, A. Farhadi, 2016. XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks |
Deep |
Kexin Rong, Clara E. Yoon, Karianne J. Bergen, Hashem Elezabi,Peter Bailis, Philip Levis, Gregory C. Beroza, 2018. Locality-Sensitive Hashing for Earthquake Detection: A Case Study of Scaling Data-Driven Science |
Shallow |
R. Salakhutdinov, G. Hinton, 2007. Semantic Hashing |
Deep |
Fumin Shen, Yan Xu, Li Liu, Yang Yang, Zi Huang, Heng Tao Shen, 2018. Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization |
Deep |
A. Shrivastava, P. Li, 2014. Asymmetric LSH (ALSH) for Sublinear Time Maximum Inner Product Search (MIPS). |
Shallow |
Jingkuan Song, Hanwang Zhang, Xiangpeng Li, Lianli Gao, Meng Wang, Richang Hong, 2018. Self-Supervised Video Hashing with Hierarchical Binary Auto-encoder |
Deep |
Shupeng Su, Zhisheng Zhong, Chao Zhang, 2019. Deep Joint-Semantics Reconstructing Hashing for Large-Scale Unsupervised Cross-Modal Retrieval |
Deep |
Suhas Jayaram Subramanya, Fnu Devvrit, Harsha Vardhan Simhadri, Ravishankar Krishnawamy, Rohan Kadekodi, 2019. DiskANN: Fast Accurate Billion-point Nearest Neighbor Search on a Single Node |
Shallow |
Narayanan Sundaram, Aizana Turmukhametova, Nadathur Satish, Todd Mostak, Piotr Indyk, Samuel Madden and Pradeep Dubey, 2013. Streaming Similarity Search over one Billion Tweets using Parallel Locality-Sensitive Hashing |
Shallow |
Yucheng Wang, Mingyuan Zhou, Yu Sun, Xiaoning Qian, 2023. Uncertainty-aware Unsupervised Video Hashing |
Deep |
Y. Weiss, A. Torralba, R. Fergus, 2009. Spectral Hashing |
Shallow |
Y. Weiss, R. Fergus, A. Torralba, 2012. Multidimensional Spectral Hashing |
Shallow |
I. Torres-Xirau, J. Salvador, E. PĂ©rez-Pellitero, 2014. Fast Approximate Nearest-Neighbor Field by Cascaded Spherical Hashing |
Shallow |
B. Xu, J. Bu, Y. Chen, X. He, D. Cai, 2013. Harmonious Hashing |
Shallow |
Jiaming Xu, PengWang, Guanhua Tian, Bo Xu, Jun Zhao, Fangyuan Wang, Hongwei Hao, 2015. Convolutional Neural Networks for Text Hashing |
Deep |
Erkun Yang, Tongliang Liu, Cheng Deng, Wei Liu, Dacheng Tao, 2019. DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs |
Deep |
Fanghua Ye, Jarana Manotumruksa, Emine Yilmaz, 2020. Unsupervised Few-Bits Semantic Hashing with Implicit Topics Modeling |
Deep |
F. Yu, S. Kumar, Y. Gong, S. Chang, 2014. Circulant Binary Embedding |
Shallow |
Jun Yu, Hao Zhou, Yibing Zhan, Dacheng Tao, 2021. Deep Graph-neighbor Coherence Preserving Network for Unsupervised Cross-modal Hashing |
Deep |
Lei Zhang, Yongdong Zhang, Jinhui Tang, Ke Lu, Qi Tian, 2013. Binary Code Ranking with Weighted Hamming Distance |
Shallow |
Peng-Fei Zhang, Yadan Luo, Zi Huang, Xin-Shun Xu, Jingkuan Song, 2021. High-order nonlocal Hashing for unsupervised cross-modal retrieval |
Deep |