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Sungryull Sohn
Sungryull Sohn
Research Scientist, LG AI Research
umich.edu의 이메일 확인됨 - 홈페이지
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Learning to generate long-term future via hierarchical prediction
R Villegas, J Yang, Y Zou, S Sohn, X Lin, H Lee
international conference on machine learning, 3560-3569, 2017
3632017
Hierarchical reinforcement learning for zero-shot generalization with subtask dependencies
S Sohn, J Oh, H Lee
Neural Information Processing Systems (NeurIPS), 2018., 2018
60*2018
Method of fitting virtual item using human body model and system for providing fitting service of virtual item
HW Kim, SW Lee, KN Kim, JS Choi, BK Koo, KS Cho, TJ Kim, SR Sohn, ...
US Patent 9,607,419, 2017
582017
Meta reinforcement learning with autonomous inference of subtask dependencies
S Sohn, H Woo, J Choi, H Lee
International Conference on Learning Representation (ICLR), 2020, 2020
232020
Smart device and virtual experience providing server providing virtual experience service method using digitalexperience service method using digital clothes
HW Kim, KS Cho, TJ Kim, SR Sohn, JS Choi, BK Koo, KN Kim
US Patent App. 14/668,658, 2015
142015
Facial age estimation via extended curvature Gabor filter
J Kim, D Han, S Sohn, J Kim
IEEE international conference on image processing (ICIP), 2015, 1165-1169, 2015
62015
Apparatus and method of reconstructing 3D clothing model
TJ Kim, HW Kim, SR Sohn, KS Cho, KN Kim, JS Choi, BK Koo
US Patent 9,542,769, 2017
52017
Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in First-person Simulated 3D Environments
W Carvalho, A Liang, K Lee, S Sohn, H Lee, RL Lewis, S Singh
International Joint Conferences on Artificial Intelligence (IJCAI), 2021, 2020
42020
Successor Feature Landmarks for Long-Horizon Goal-Conditioned Reinforcement Learning
C Hoang, S Sohn, J Choi, W Carvalho, H Lee
Advances in Neural Information Processing Systems 34, 26963-26975, 2021
32021
BRPO: Batch Residual Policy Optimization
S Sohn, Y Chow, J Ooi, O Nachum, H Lee, E Chi, C Boutilier
International Joint Conferences on Artificial Intelligence (IJCAI), 2020, 2020
3*2020
Revisiting Gist-PCA hashing for near duplicate image detection
H Kim, SR Sohn, J Kim
Journal of Signal Processing Systems 91 (6), 575-586, 2019
32019
Supervised hashing via uncorrelated component analysis
SR Sohn, H Kim, J Kim
Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016
32016
Fast inference and transfer of compositional task structures for few-shot task generalization
S Sohn, H Woo, J Choi, L Qiang, I Gur, A Faust, H Lee
Uncertainty in Artificial Intelligence, 1857-1865, 2022
12022
Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks
S Sohn, S Lee, J Choi, H van Seijen, M Fatemi, H Lee
International Conference on Machine Learning (ICML), 2021, 2021
12021
Uncorrelated component analysis-based hashing
S Sohn, H Kim, J Kim
IEEE Transactions on Image Processing 26 (8), 3759-3774, 2017
12017
High-definition video-based multi-channel top-view vehicle surrounding monitoring system for mobile navigation devices
SR Sohn, H Lee, H Jung, J Kim
2013 IEEE International Conference on Consumer Electronics (ICCE), 655-656, 2013
12013
Learning Parameterized Task Structure for Generalization to Unseen Entities
A Liu, S Sohn, M Qazwini, H Lee
Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 7534-7541, 2022
2022
Multi-task Hierarchical Reinforcement Learning for Compositional Tasks
S Sohn
University of Michigan, 2021
2021
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