"Deep Collaborative Discrete Hashing with Semantic-Invariant Structure", Published in The 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2019.
- Python 3.6
- Pytorch 1.1
We also release the train/query split for the following datasets.
- CIFAR-10
- MIRFlickr-25k
The general command for training is
- python3 DCDH_Flickr.py
- python3 DCDH_CIFAR_10.py
[1] Z. Wang*, Z. Zhang*, Y. Luo, Z. Huang, Deep Collaborative Discrete Hashing with Semantic-Invariant Structure, in Proc. of The 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), Paris, France, 2019. Paper link
[2] Z. Wang*, Z. Zhang*, Y. Luo, Z. Huang, Heng Tao Shen, Deep Collaborative Discrete Hashing with Semantic-Invariant Structure, IEEE Transactions on Multimedia, 2020, Journal Extension of [1]. Paper Link