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Jongwook Choi
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Year
Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis
S Hong, D Yang, J Choi, H Lee
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018). Salt …, 2018
5512018
End-to-end concept word detection for video captioning, retrieval, and question answering
Y Yu, H Ko, J Choi, G Kim
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017 …, 2017
2462017
Contingency-Aware Exploration in Reinforcement Learning
J Choi, Y Guo, M Moczulski, J Oh, N Wu, M Norouzi, H Lee
International Conference on Learning Representations (ICLR 2019), 2019
872019
Supervising neural attention models for video captioning by human gaze data
Y Yu, J Choi, Y Kim, K Yoo, SH Lee, G Kim
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017 …, 2017
842017
Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies
S Sohn, H Woo, J Choi, H Lee
ICLR 2020, 2020
522020
Video captioning and retrieval models with semantic attention
Y Yu, H Ko, J Choi, G Kim
arXiv preprint arXiv:1610.02947 2, 2016
522016
Environment generation for zero-shot compositional reinforcement learning
I Gur, N Jaques, Y Miao, J Choi, M Tiwari, H Lee, A Faust
Advances in Neural Information Processing Systems 34, 4157-4169, 2021
332021
Memory Based Trajectory-conditioned Policies for Learning from Sparse Rewards
Y Guo, J Choi, M Moczulski, S Feng, S Bengio, M Norouzi, H Lee
Advances in Neural Information Processing Systems (NeurIPS) 33, 2020
302020
Lipschitz-constrained Unsupervised Skill Discovery
S Park, J Choi, J Kim, H Lee, G Kim
International Conference on Learning Representations (ICLR), 2022
252022
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
252021
Variational Empowerment as Representation Learning for Goal-Conditioned Reinforcement Learning
J Choi, A Sharma, H Lee, S Levine, SS Gu
International Conference on Machine Learning, 1953-1963, 2021
242021
Efficient Exploration with Self-Imitation Learning via Trajectory-Conditioned Policy
Y Guo, J Choi, M Moczulski, S Bengio, M Norouzi, H Lee
NeurIPS 2019 Deep RL workshop, 2019
92019
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
62022
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, 2021
42021
Fast Inference and Transfer of Compositional Task for Few-shot Task Generalization
S Sohn, H Woo, J Choi, I Gur, A Faust, H Lee
Deep RL Workshop NeurIPS 2021, 2021
2021
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Articles 1–15