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RMSim: Controlled Respiratory Motion Simulation on Static Patient Scans


Jan 26, 2023
Donghoon Lee, Ellen Yorke, Masoud Zarepisheh, Saad Nadeem, Yu-Chi Hu

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* Physics in Medicine & Biology 2023. Last two authors contributed equally 

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LECO: Learnable Episodic Count for Task-Specific Intrinsic Reward


Oct 11, 2022
Daejin Jo, Sungwoong Kim, Daniel Wontae Nam, Taehwan Kwon, Seungeun Rho, Jongmin Kim, Donghoon Lee

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* Accepted to NeurIPS 2022 

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Insights From the NeurIPS 2021 NetHack Challenge


Mar 22, 2022
Eric Hambro, Sharada Mohanty, Dmitrii Babaev, Minwoo Byeon, Dipam Chakraborty, Edward Grefenstette, Minqi Jiang, Daejin Jo, Anssi Kanervisto, Jongmin Kim, Sungwoong Kim, Robert Kirk, Vitaly Kurin, Heinrich Küttler, Taehwon Kwon, Donghoon Lee, Vegard Mella, Nantas Nardelli, Ivan Nazarov, Nikita Ovsov, Jack Parker-Holder, Roberta Raileanu, Karolis Ramanauskas, Tim Rocktäschel, Danielle Rothermel, Mikayel Samvelyan, Dmitry Sorokin, Maciej Sypetkowski, Michał Sypetkowski

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* Under review at PMLR for the NeuRIPS 2021 Competition Workshop Track, 10 pages + 10 in appendices 

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Automated Learning Rate Scheduler for Large-batch Training


Jul 13, 2021
Chiheon Kim, Saehoon Kim, Jongmin Kim, Donghoon Lee, Sungwoong Kim

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* 15 pages, 7 figures, 4 tables, 8th ICML Workshop on Automated Machine Learning (2021) 

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Deformation Driven Seq2Seq Longitudinal Tumor and Organs-at-Risk Prediction for Radiotherapy


Jun 18, 2021
Donghoon Lee, Sadegh R Alam, Jue Jiang, Pengpeng Zhang, Saad Nadeem, Yu-Chi Hu

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* Medical Physics 2021, Saad Nadeem and Yu-Chi Hu contributed equally 

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Entropy-Augmented Entropy-Regularized Reinforcement Learning and a Continuous Path from Policy Gradient to Q-Learning


Jun 05, 2020
Donghoon Lee

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* 16 pages, 1 figure. refined a few expressions, proofs. added source code 

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A Variational Bayes Approach to Adaptive Radio Tomography


Sep 05, 2019
Donghoon Lee, Georgios B. Giannakis

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* submitted to IEEE Transactions on Signal Processing. arXiv admin note: substantial text overlap with arXiv:1804.02084 

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Inserting Videos into Videos


Mar 15, 2019
Donghoon Lee, Tomas Pfister, Ming-Hsuan Yang

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* CVPR 2019 

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Context-Aware Synthesis and Placement of Object Instances


Dec 07, 2018
Donghoon Lee, Sifei Liu, Jinwei Gu, Ming-Yu Liu, Ming-Hsuan Yang, Jan Kautz

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