LayoutVAE: Stochastic Scene Layout Generation from a Label Set
International Conference on Computer Vision (ICCV), 2019
Authors: A. A. Jyothi , T. Durand , J. He, L. Sigal , G. Mori
Similarity-Preserving Knowledge Distillation
International Conference on Computer Vision (ICCV), 2019
Authors: F. Tung , G. Mori
Lifelong GAN: Continual Learning for Conditional Image Generation
International Conference on Computer Vision (ICCV), 2019
Authors: *M. Zhai, *L. Chen, F. Tung , J. He, M. Nawhal, G. Mori
* Denotes equal contribution
On Hard Exploration for Reinforcement Learning: a Case Study in Pommerman
AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE), 2019
Action Guidance with MCTS for Deep Reinforcement Learning
AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE), 2019
Authors: *B. Kartal , *P. Hernandez-Leal , M. E. Taylor
* Denotes equal contribution
Terminal Prediction as an Auxiliary Task for Deep Reinforcement Learning
AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE), 2019
Authors: *B. Kartal , *P. Hernandez-Leal , M. E. Taylor
* Denotes equal contribution
Agent Modeling as Auxiliary Task for Deep Reinforcement Learning
AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE), 2019
Authors: *B. Kartal , *P. Hernandez-Leal , M. E. Taylor
* Denotes equal contribution
Metatrace Actor-Critic: Online Step-size Tuning by Meta-gradient Descent for Reinforcement Learning
International Joint Conference on Artificial Intelligence (IJCAI), 2019
Authors: K. Young, B. Wang , M. E. Taylor
A Cross-Domain Transferable Neural Coherence Model
Association for Computational Linguistics (ACL), 2019
Authors: P. Xu , H. Saghir , J. Kang , L. Long , A. J. Bose, Y. Cao , J. Cheung
Uniform Stability and High Order Approximation of SGLD in Non-Convex Learning
Workshop on Understanding and Improving Generalization in Deep Learning (ICML), 2019
Authors: *M. Gazeau , *M. Li
* Denotes equal contribution