Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Insights From the NeurIPS 2021 NetHack Challenge

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

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

   Access Paper or Ask Questions

Automated Learning Rate Scheduler for Large-batch Training

Chiheon Kim , Saehoon Kim , Jongmin Kim , Donghoon Lee , Sungwoong Kim

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

   Access Paper or Ask Questions

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

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

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

   Access Paper or Ask Questions

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

Donghoon Lee

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

   Access Paper or Ask Questions

A Variational Bayes Approach to Adaptive Radio Tomography

Donghoon Lee , Georgios B. Giannakis

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

   Access Paper or Ask Questions

Inserting Videos into Videos

Donghoon Lee , Tomas Pfister , Ming-Hsuan Yang

* CVPR 2019 

   Access Paper or Ask Questions

Context-Aware Synthesis and Placement of Object Instances

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

   Access Paper or Ask Questions

Learning Instance-Aware Object Detection Using Determinantal Point Processes

Nuri Kim , Donghoon Lee , Songhwai Oh

   Access Paper or Ask Questions

Generative Single Image Reflection Separation

Donghoon Lee , Ming-Hsuan Yang , Songhwai Oh

   Access Paper or Ask Questions