Search Results for author: Chanyoung Kim

Found 9 papers, 2 papers with code

ESG Classification by Implicit Rule Learning via GPT-4

no code implementations22 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.

In-Context Learning Navigate

Advancing Text-Driven Chest X-Ray Generation with Policy-Based Reinforcement Learning

no code implementations11 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.

Denoising Image Generation +1

EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation

1 code implementation3 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.

Object Representation Learning +4

LISA: Localized Image Stylization with Audio via Implicit Neural Representation

no code implementations21 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.

Image Stylization Object +1

ORA3D: Overlap Region Aware Multi-view 3D Object Detection

no code implementations2 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.

3D Object Detection Disparity Estimation +4

Sound-Guided Semantic Video Generation

no code implementations20 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.

Video Editing Video Generation

Learning Forward Dynamics Model and Informed Trajectory Sampler for Safe Quadruped Navigation

1 code implementation19 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.

Autonomous Navigation Navigate +1

Low-level Pose Control of Tilting Multirotor for Wall Perching Tasks Using Reinforcement Learning

no code implementations11 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.

reinforcement-learning Reinforcement Learning (RL)

Weakly Supervised Segmentation of Small Buildings With Point Labels

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.

Image Segmentation Segmentation +2

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