Oh, Songhwai

21 publications

ICLR 2025 Conflict-Averse Gradient Aggregation for Constrained Multi-Objective Reinforcement Learning Dohyeong Kim, Mineui Hong, Jeongho Park, Songhwai Oh
NeurIPS 2024 Adversarial Environment Design via Regret-Guided Diffusion Models Hojun Chung, Junseo Lee, Minsoo Kim, Dohyeong Kim, Songhwai Oh
NeurIPS 2024 Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees Dohyeong Kim, Taehyun Cho, Seungyub Han, Hojun Chung, Kyungjae Lee, Songhwai Oh
NeurIPS 2023 Diffused Task-Agnostic Milestone Planner Mineui Hong, Minjae Kang, Songhwai Oh
CVPR 2023 Meta-Explore: Exploratory Hierarchical Vision-and-Language Navigation Using Scene Object Spectrum Grounding Minyoung Hwang, Jaeyeon Jeong, Minsoo Kim, Yoonseon Oh, Songhwai Oh
CVPR 2023 Renderable Neural Radiance mAP for Visual Navigation Obin Kwon, Jeongho Park, Songhwai Oh
NeurIPS 2023 Sequential Preference Ranking for Efficient Reinforcement Learning from Human Feedback Minyoung Hwang, Gunmin Lee, Hogun Kee, Chan Woo Kim, Kyungjae Lee, Songhwai Oh
NeurIPS 2023 Trust Region-Based Safe Distributional Reinforcement Learning for Multiple Constraints Dohyeong Kim, Kyungjae Lee, Songhwai Oh
AAAI 2022 Texture Generation Using Dual-Domain Feature Flow with Multi-View Hallucinations Seunggyu Chang, Jungchan Cho, Songhwai Oh
CoRL 2022 Topological Semantic Graph Memory for Image-Goal Navigation Nuri Kim, Obin Kwon, Hwiyeon Yoo, Yunho Choi, Jeongho Park, Songhwai Oh
ICCV 2021 Visual Graph Memory with Unsupervised Representation for Visual Navigation Obin Kwon, Nuri Kim, Yunho Choi, Hwiyeon Yoo, Jeongho Park, Songhwai Oh
NeurIPS 2020 Optimal Algorithms for Stochastic Multi-Armed Bandits with Heavy Tailed Rewards Kyungjae Lee, Hongjun Yang, Sungbin Lim, Songhwai Oh
NeurIPS 2018 Maximum Causal Tsallis Entropy Imitation Learning Kyungjae Lee, Sungjoon Choi, Songhwai Oh
ECCV 2018 Unsupervised Holistic Image Generation from Key Local Patches Donghoon Lee, Sangdoo Yun, Sungjoon Choi, Hwiyeon Yoo, Ming-Hsuan Yang, Songhwai Oh
CVPR 2016 Consensus of Non-Rigid Reconstructions Minsik Lee, Jungchan Cho, Songhwai Oh
ECCV 2016 Individualness and Determinantal Point Processes for Pedestrian Detection Donghoon Lee, Geonho Cha, Ming-Hsuan Yang, Songhwai Oh
CVPR 2015 Elastic-Net Regularization of Singular Values for Robust Subspace Learning Eunwoo Kim, Minsik Lee, Songhwai Oh
ICCV 2015 Fast and Accurate Head Pose Estimation via Random Projection Forests Donghoon Lee, Ming-Hsuan Yang, Songhwai Oh
CVPR 2014 A Procrustean Markov Process for Non-Rigid Structure Recovery Minsik Lee, Chong-Ho Choi, Songhwai Oh
CVPR 2013 Procrustean Normal Distribution for Non-Rigid Structure from Motion Minsik Lee, Jungchan Cho, Chong-Ho Choi, Songhwai Oh
ICCV 2007 Automatic Camera Network Localization Using Object Image Tracks Marci Meingast, Songhwai Oh, Shankar Sastry