Search Results for author: Jooyoung Jang

Found 4 papers, 3 papers with code

Semi-Supervised Domain Adaptation for Wildfire Detection

1 code implementation2 Apr 2024 Jooyoung Jang, Youngseo Cha, Jisu Kim, SooHyung Lee, Geonu Lee, Minkook Cho, Young Hwang, Nojun Kwak

In this paper, we propose a novel protocol for wildfire detection, leveraging semi-supervised Domain Adaptation for object detection, accompanied by a corresponding dataset designed for use by both academics and industries.

Domain Adaptation object-detection +2

MUM: Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection

1 code implementation CVPR 2022 Jongmok Kim, Jooyoung Jang, Seunghyeon Seo, Jisoo Jeong, Jongkeun Na, Nojun Kwak

Data augmentation strategy plays a significant role in the SSL framework since it is hard to create a weak-strong augmented input pair without losing label information.

Data Augmentation object-detection +2

MUM : Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection

1 code implementation22 Nov 2021 Jongmok Kim, Jooyoung Jang, Seunghyeon Seo, Jisoo Jeong, Jongkeun Na, Nojun Kwak

Data augmentation strategy plays a significant role in the SSL framework since it is hard to create a weak-strong augmented input pair without losing label information.

Data Augmentation object-detection +2

Cannot find the paper you are looking for? You can Submit a new open access paper.