Browsing by Author "Arsan, T."
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Istanbul Dam Water Levels Forecasting Using ARIMA Models
Sekban, J.; Nabil, M.O.M.; Alsan, H.F.; Arsan, T. (Institute of Electrical and Electronics Engineers Inc., 2022)River, sea, reservoir, and dam water levels are constantly measured by organizations and governmental bodies because of their environmental effects as well as their influence on human behavior. In this study, the monthly ... -
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 ...