Browsing Scopus İndeksli Yayınlar Koleksiyonu by Author "Safdil, E.B."
Now showing items 1-2 of 2
-
Multimodal retrieval with contrastive pretraining
Alsan, H.F.; Yildiz, E.; Safdil, E.B.; Arslan, F.; Arsan, T. (Institute of Electrical and Electronics Engineers Inc., 2021)In this paper, we present multimodal data retrieval aided with contrastive pretraining. Our approach is to pretrain a contrastive network to assist in multimodal retrieval tasks. We work with multimodal data, which has ... -
Multitype Learning via Multimodal Data Embedding
Yildiz, E.; Safdil, E.B.; Arslan, F.; Alsan, H.F.; Arsan, T. (Institute of Electrical and Electronics Engineers Inc., 2021)This paper creates a multimodal retrieval system for image and text data in a multi-type learning approach that enables text-to-image, image-to-text, text-to-text, and image-to-image retrievals. As a practical solution, a ...