Young-geun Kim

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 7

Top Topics

Joint Distribution

Conditional Distribution

Log Linear Models

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Young-geun Kim, Kyungbok Lee, Youngwon Choi, Joong-Ho Won, Myunghee Cho Paik
Wasserstein Geodesic Generator for Conditional Distributions. CoRR (2023)
Young-geun Kim, Kyungbok Lee, Myunghee Cho Paik
Conditional Wasserstein Generator. IEEE Trans. Pattern Anal. Mach. Intell. 45 (6) (2023)
Young-geun Kim, Ying Liu, Xuexin Wei
Covariate-informed Representation Learning with Samplewise Optimal Identifiable Variational Autoencoders. CoRR (2022)
Minjin Kim, Young-geun Kim, Dongha Kim, Yongdai Kim, Myunghee Cho Paik
Kernel-convoluted Deep Neural Networks with Data Augmentation. AAAI (2021)
Minjin Kim, Young-geun Kim, Dongha Kim, Yongdai Kim, Myunghee Cho Paik
Kernel-convoluted Deep Neural Networks with Data Augmentation. CoRR (2020)
Young-geun Kim, Yongchan Kwon, Hyunwoong Chang, Myunghee Cho Paik
Lipschitz Continuous Autoencoders in Application to Anomaly Detection. AISTATS (2020)
Young-geun Kim, Yongchan Kwon, Myunghee Cho Paik
Valid oversampling schemes to handle imbalance. Pattern Recognit. Lett. 125 (2019)
Young-geun Kim, Hakil Kim
Layered Ground Floor Detection for Vision-based Mobile Robot Navigation. ICRA (2004)
Young-geun Kim, Hakil Kim
Dense 3D map building for autonomous mobile robots. CIRA (2003)