Suicidal Risk Detection for Military Personnel

no code implementations • EMNLP 2020 • Sungjoon Park, Kiwoong Park, Jaimeen Ahn, Alice Oh

We analyze social media for detecting the suicidal risk of military personnel, which is especially crucial for countries with compulsory military service such as the Republic of Korea.

Ethics

Hole-robust Wireframe Detection

1 code implementation • 30 Nov 2021 • Naejin Kong, Kiwoong Park, Harshith Goka

In addition, we first time combine GAN in the model to let the model better predict underlying scene structure even beyond large holes.

Resolution-robust Large Mask Inpainting with Fourier Convolutions

7 code implementations • 15 Sep 2021 • Roman Suvorov, Elizaveta Logacheva, Anton Mashikhin, Anastasia Remizova, Arsenii Ashukha, Aleksei Silvestrov, Naejin Kong, Harshith Goka, Kiwoong Park, Victor Lempitsky

We find that one of the main reasons for that is the lack of an effective receptive field in both the inpainting network and the loss function.

Image Inpainting Seeing Beyond the Visible