Zobrazeno 1 - 3
of 3
pro vyhledávání: '"Shin, Kijung"'
Autor:
Kim, Taehyeon, Kang, Shinhwan, Shin, Hyeonjeong, Yoon, Deukryeol, Eom, Seongha, Shin, Kijung, Yun, Se-Young
The Weather4Cast competition (hosted by NeurIPS 2022) required competitors to predict super-resolution rain movies in various regions of Europe when low-resolution satellite contexts covering wider regions are given. In this paper, we show that a gen
Externí odkaz:
http://arxiv.org/abs/2212.02059
Recently, many deep-learning techniques have been applied to various weather-related prediction tasks, including precipitation nowcasting (i.e., predicting precipitation levels and locations in the near future). Most existing deep-learning-based appr
Externí odkaz:
http://arxiv.org/abs/2210.12853
Deep learning has been successfully applied to precipitation nowcasting. In this work, we propose a pre-training scheme and a new loss function for improving deep-learning-based nowcasting. First, we adapt U-Net, a widely-used deep-learning model, fo
Externí odkaz:
http://arxiv.org/abs/2202.10555