47 citations · 47 across the 5 of their papers we have counts for
3 papers · 1 filter
Semi-Supervised Domain Adaptation for Wildfire Detection
JooYoung Jang, Youngseo Cha, Jisu Kim +5
Recently, both the frequency and intensity of wildfires have increased worldwide, primarily due to climate change. In this paper, we propose a novel protocol for wildfire detection…
MUM : Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection
JongMok Kim, Jooyoung Jang, Seunghyeon Seo +3
Many recent semi-supervised learning (SSL) studies build teacher-student architecture and train the student network by the generated supervisory signal from the teacher. Data augme…
Structured Consistency Loss for semi-supervised semantic segmentation
Jongmok Kim, Jooyoung Jang, Hyunwoo Park +1
The consistency loss has played a key role in solving problems in recent studies on semi-supervised learning. Yet extant studies with the consistency loss are limited to its applic…