DeepHashingBaselines =======

Single-Modal Deep Hashing Methods -------------------

[AAAI 2014] Supervised Hashing via Image Representation Learning [paper] [code]

Rongkai Xia , Yan Pan, Hanjiang Lai, Cong Liu, Shuicheng Yan.

[CVPR 2015] Simultaneous Feature Learning and Hash Coding with Deep Neural Networks [paper]

Hanjiang Lai, Yan Pan, Ye Liu, Shuicheng Yan.

[TIP 2015] Bit-Scalable Deep Hashing With Regularized Similarity Learning for Image Retrieval and Person Re-Identification [paper] [code]

Ruimao Zhang, Liang Lin, Rui Zhang, Wangmeng Zuo, Lei Zhang.

[IJCAI 2015] Convolutional Neural Networks for Text Hashing [paper]

Jiaming Xu, PengWang, Guanhua Tian, Bo Xu, Jun Zhao, Fangyuan Wang, Hongwei Hao.

[CVPR 2015] Deep Semantic Ranking Based Hashing for Multi-Label Image Retrieval [paper] [code]

Fang Zhao, Yongzhen Huang, Liang Wang, Tieniu Tan.

[AAAI 2015] Deep Hashing for Compact Binary Codes Learning [paper]

Venice Erin Liong, Jiwen Lu, Gang Wang, Pierre Moulin, Jie Zhou.

[CVPRW 2015] Deep Learning of Binary Hash Codes for Fast Image Retrieval [paper] [code]

Kevin Lin, Huei-Fang Yang, Jen-Hao Hsiao, Chu-Song Chen.

[IJCAI 2016] Feature Learning based Deep Supervised Hashing with Pairwise Labels [paper] [code]

Wu-Jun Li, Sheng Wang, Wang-Cheng Kang.

[AAAI 2016] Deep Hashing Network for Efficient Similarity Retrieval [paper] [code]

Han Zhu, Mingsheng Long, Jiamin Wang, Yue Cao.

[AAAI 2016] Deep Quantization Network for Efficient Image Retrieval [paper] [code]

Yue Cao, Mingsheng Long, Jiamin Wang, Han Zhu, Qingfu Wen.

[CVPR 2016] Deep Supervised Hashing for Fast Image Retrieval [paper] [code]

Haomiao Liu, Ruiping Wang, Shiguang Shan, Xilin Chen.

[CVPR 2017] Deep Visual-Semantic Quantization for Efficient Image Retrieval [paper] [code]

Yue Cao, Mingsheng Long, Jiamin Wang, Shichen Liu.

Cross-Modal Deep Hashing Methods -------------------[KDD 2016] Deep Visual-Semantic Hashing for Cross-Modal Retrieval [paper] Yue Cao, Mingsheng Long, Jianmin Wang, Qiang Yang, Philip S. Yu. [ICMR 2016] Correlation Autoencoder Hashing for Supervised Cross-Modal Search [paper] Yue Cao, Mingsheng Long, Jianmin Wang, Han Zhu. [AAAI 2017] Collective Deep Quantization for Efficient Cross-Modal Retrieval [paper] [code] Yue Cao, Mingsheng Long, Jianmin Wang, Shichen Liu. [CVPR 2017] Deep Cross-Modal Hashing [paper] [code] Qing-Yuan Jiang, Wu-Jun Li. [BMVC 2017] Correlation Hashing Network for Efficient Cross-Modal Retrieval [paper] Yue Cao, Mingsheng Long, Jianmin Wang.