Peng Hu, Hongyuan Zhu, Jie Lin, Dezhong Peng, Yin-Ping Zhao, Xi Peng*,Unsupervised Contrastive Cross-modal Hashing, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 45, no. 3, pp. 3877-3889, 1 March 2023, doi: 10.1109/TPAMI.2022.3177356. (PyTorch Code) Abstra...
跨模态检索Coupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval,程序员大本营,技术文章内容聚合第一站。
There are two main limitations for existing models: (1) learning of cross-modal representations is restricted to batches; (2) semantically similar samples may be wrongly treated as negative. In this paper, we propose a novel category-level contrastive learning for unsupervised cross-modal hashing,...