"INTER-MODALITY FUSION BASED ATTENTION FOR ZERO-SHOT CROSS-MODAL RETRIE" by Bela Chakraborty, Peng Wang et al.
Zero-shot cross-modal retrieval (ZS-CMR) performs the task of cross-modal retrieval where the classes of test categories have a different scope than the training categories. It borrows the intuition from zero-shot learning which targets to transfer the knowledge inferred during the training phase for seen classes to the testing phase for unseen classes. It mimics the real-world scenario where new object categories are continuously populating the multi-media data corpus. Unlike existing ZS-CMR approaches which use generative adversarial networks (GANs) to generate more data, we propose Inter-Mo...
Source: uow.edu.au