Jongwook Choi

According to our database1, Jongwook Choi authored at least 22 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Exploiting Style Latent Flows for Generalizing Deepfake Detection Video Detection.
CoRR, 2024

Open RL Benchmark: Comprehensive Tracked Experiments for Reinforcement Learning.
CoRR, 2024

Domain Generalization for Face Forgery Detection by Style Transfer.
Proceedings of the IEEE International Conference on Consumer Electronics, 2024

Unsupervised Object Interaction Learning with Counterfactual Dynamics Models.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2022
Fast inference and transfer of compositional task structures for few-shot task generalization.
Proceedings of the Uncertainty in Artificial Intelligence, 2022

Lipschitz-constrained Unsupervised Skill Discovery.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
Variational Empowerment as Representation Learning for Goal-Based Reinforcement Learning.
CoRR, 2021

Successor Feature Landmarks for Long-Horizon Goal-Conditioned Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Environment Generation for Zero-Shot Compositional Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks.
Proceedings of the 38th International Conference on Machine Learning, 2021

Variational Empowerment as Representation Learning for Goal-Conditioned Reinforcement Learning.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
Memory Based Trajectory-conditioned Policies for Learning from Sparse Rewards.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies.
Proceedings of the 8th International Conference on Learning Representations, 2020

2019
Interpretable Text-to-Image Synthesis with Hierarchical Semantic Layout Generation.
Proceedings of the Explainable AI: Interpreting, 2019

Efficient Exploration with Self-Imitation Learning via Trajectory-Conditioned Policy.
CoRR, 2019

Contingency-Aware Exploration in Reinforcement Learning.
Proceedings of the 7th International Conference on Learning Representations, 2019

2018
Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
End-to-End Concept Word Detection for Video Captioning, Retrieval, and Question Answering.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Supervising Neural Attention Models for Video Captioning by Human Gaze Data.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Video Captioning and Retrieval Models with Semantic Attention.
CoRR, 2016

2006
Effects of an air spoiler on the wake of a road vehicle by PIV measurements.
J. Vis., 2006

Topological flow characteristics in a butterfly valve used for a spark ignition engine.
J. Vis., 2006


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