no code implementations • 22 Mar 2024 • Hyo Jeong Yun, Chanyoung Kim, Moonjeong Hahm, Kyuri Kim, Guijin Son
Environmental, social, and governance (ESG) factors are widely adopted as higher investment return indicators.
no code implementations • 11 Mar 2024 • Woojung Han, Chanyoung Kim, Dayun Ju, Yumin Shim, Seong Jae Hwang
Recent advances in text-conditioned image generation diffusion models have begun paving the way for new opportunities in modern medical domain, in particular, generating Chest X-rays (CXRs) from diagnostic reports.
1 code implementation • 3 Mar 2024 • Chanyoung Kim, Woojung Han, Dayun Ju, Seong Jae Hwang
Semantic segmentation has innately relied on extensive pixel-level annotated data, leading to the emergence of unsupervised methodologies.
Ranked #1 on Unsupervised Semantic Segmentation on Potsdam-3
no code implementations • 21 Nov 2022 • Seung Hyun Lee, Chanyoung Kim, Wonmin Byeon, Sang Ho Yoon, Jinkyu Kim, Sangpil Kim
We present a novel framework, Localized Image Stylization with Audio (LISA) which performs audio-driven localized image stylization.
no code implementations • 2 Jul 2022 • Wonseok Roh, Gyusam Chang, Seokha Moon, Giljoo Nam, Chanyoung Kim, Younghyun Kim, Jinkyu Kim, Sangpil Kim
Current multi-view 3D object detection methods often fail to detect objects in the overlap region properly, and the networks' understanding of the scene is often limited to that of a monocular detection network.
Ranked #6 on Robust Camera Only 3D Object Detection on nuScenes-C
no code implementations • 20 Apr 2022 • Seung Hyun Lee, Gyeongrok Oh, Wonmin Byeon, Chanyoung Kim, Won Jeong Ryoo, Sang Ho Yoon, Hyunjun Cho, Jihyun Bae, Jinkyu Kim, Sangpil Kim
The recent success in StyleGAN demonstrates that pre-trained StyleGAN latent space is useful for realistic video generation.
1 code implementation • 19 Apr 2022 • Yunho Kim, Chanyoung Kim, Jemin Hwangbo
For autonomous quadruped robot navigation in various complex environments, a typical SOTA system is composed of four main modules -- mapper, global planner, local planner, and command-tracking controller -- in a hierarchical manner.
no code implementations • 11 Aug 2021 • Hyungyu Lee, Myeongwoo Jeong, Chanyoung Kim, Hyungtae Lim, Changgue Park, Sungwon Hwang, Hyun Myung
In this paper, a novel reinforcement learning-based method is proposed to control a tilting multirotor on real-world applications, which is the first attempt to apply reinforcement learning to a tilting multirotor.
no code implementations • ICCV 2021 • Jae-Hun Lee, Chanyoung Kim, Sanghoon Sull
In this paper, we present a weakly supervised segmentation network for aerial/satellite images, separately considering small and large objects.