Search Results for author: Sewoong Ahn

Found 5 papers, 3 papers with code

Domain Generalization Strategy to Train Classifiers Robust to Spatial-Temporal Shift

1 code implementation6 Dec 2022 Minseok Seo, Doyi Kim, Seungheon Shin, Eunbin Kim, Sewoong Ahn, Yeji Choi

In this paper, we propose a training strategy to make the weather prediction model robust to spatial-temporal shifts.

Domain Generalization

Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network

1 code implementation6 Dec 2022 Minseok Seo, Doyi Kim, Seungheon Shin, Eunbin Kim, Sewoong Ahn, Yeji Choi

Traditional weather forecasting relies on domain expertise and computationally intensive numerical simulation systems.

Weather Forecasting

Learning Multiple Probabilistic Degradation Generators for Unsupervised Real World Image Super Resolution

1 code implementation26 Jan 2022 Sangyun Lee, Sewoong Ahn, Kwangjin Yoon

Although the goal of training the degradation generator is to approximate the distribution of LR images given a HR image, previous works have heavily relied on the unrealistic assumption that the conditional distribution is a delta function and learned the deterministic mapping from the HR image to a LR image.

Image Super-Resolution SSIM

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