Yechan Kim

According to our database, Yechan Kim authored at least 11 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Unlocking Robust Semantic Segmentation Performance via Label-only Elastic Deformations against Implicit Label Noise.

Yechan Kim, Dongho Yoon, Younkwan Lee, Unse Fatima, Hong Kook Kim, Songjae Lee, Sanga Park, Jeong Ho Park, Seonjong Kang, Moongu Jeon

CoRR, August, 2025

NSegment : Noisy Segment Improves Remote Sensing Image Segmentation.

Yechan Kim, DongHo Yoon, SooYeon Kim, Moongu Jeon

CoRR, April, 2025

Pallet Detection And Localisation From Synthetic Data.

Henri Mueller, Yechan Kim, Trevor Gee, Mahla Nejati

CoRR, March, 2025

NSegment: Label-Specific Deformations for Remote Sensing Image Segmentation.

Yechan Kim, DongHo Yoon, SooYeon Kim, Moongu Jeon

IEEE Geosci. Remote. Sens. Lett., 2025

NBBOX: Noisy Bounding Box Improves Remote Sensing Object Detection.

Yechan Kim, SooYeon Kim, Moongu Jeon

IEEE Geosci. Remote. Sens. Lett., 2025

2024

Rethinking Feature Backbone Fine-tuning for Remote Sensing Object Detection.

Yechan Kim, JongHyun Park, SooYeon Kim, Moongu Jeon

CoRR, 2024

Scaling Beyond the GPU Memory Limit for Large Mixture-of-Experts Model Training.

Yechan Kim, Hwijoon Lim, Dongsu Han

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2022

Perception-Friendly Video Enhancement for Autonomous Driving under Adverse Weather Conditions.

Younkwan Lee, YeongMin Ko, Yechan Kim, Moongu Jeon

Proceedings of the 2022 International Conference on Robotics and Automation, 2022

TSPipe: Learn from Teacher Faster with Pipelines.

Hwijoon Lim, Yechan Kim, Sukmin Yun, Jinwoo Shin, Dongsu Han

Proceedings of the International Conference on Machine Learning, 2022

2021

Imbalanced image classification with complement cross entropy.

Yechan Kim, Younkwan Lee, Moongu Jeon

Pattern Recognit. Lett., 2021

2020

Self-supervised Attribute-Aware Refinement Network for Low-Quality Text Recognition.

Younkwan Lee, Heongjun Yoo, Yechan Kim, Jihun Jeong, Moongu Jeon

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020