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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