2 papers
cs.LG2025
OffSim: Offline Simulator for Model-based Offline Inverse Reinforcement Learning
Woo-Jin Ahn, Sang-Ryul Baek, Yong-Jun Lee +2
Reinforcement learning algorithms typically utilize an interactive simulator (i.e., environment) with a predefined reward function for policy training. Developing such simulators a…
cs.CV2024
Style Blind Domain Generalized Semantic Segmentation via Covariance Alignment and Semantic Consistence Contrastive Learning
Woo-Jin Ahn, Geun-Yeong Yang, Hyun-Duck Choi +1
Deep learning models for semantic segmentation often experience performance degradation when deployed to unseen target domains unidentified during the training phase. This is mainl…