Thang Doan
Multi-objective training of Generative Adversarial Networks with multiple discriminators
I Albuquerque, J Monteiro, T Doan, B Considine, T Falk, I Mitliagkas
International Conference on Machine Learning (ICML 2019), 2019
Online Adaptative Curriculum Learning for GANs
T Doan, J Monteiro, I Albuquerque, B Mazoure, A Durand, J Pineau, ...
Association for the Advancement of Artificial Intelligence (AAAI 2019), 2018
Leveraging exploration in off-policy algorithms via normalizing flows
B Mazoure*, T Doan*, A Durand, RD Hjelm, J Pineau
Conference on Robot Learning (CoRL 2019), 2019
Deep Reinforcement and InfoMax Learning
B Mazoure, RT Combes, T Doan, P Bachman, RD Hjelm
Advances in Neural Information Processing Systems (Neurips 2020), 2020
Bayesian Policy Gradients via Alpha Divergence Dropout Inference
P Henderson*, T Doan*, R Islam, D Meger
Bayesian Deep Learning Workshop NIPS 2017, 2017
Self-supervised Learning of Distance Functions for Goal-Conditioned Reinforcement Learning
S Venkattaramanujam, E Crawford, T Doan, D Precup
arXiv preprint arXiv:1907.02998, 2019
GAN Q-learning
T Doan*, B Mazoure*, C Lyle
arXiv preprint arXiv:1805.04874, 2018
Attraction-Repulsion Actor-Critic for Continuous Control Reinforcement Learning
T Doan*, B Mazoure*, A Durand, J Pineau, RD Hjelm
arXiv preprint arXiv:1909.07543, 2019
Generalisation guarantees for continual learning with orthogonal gradient descent
MA Bennani, T Doan, M Sugiyama
arXiv preprint arXiv:2006.11942, 2020
EmojiGAN: learning emojis distributions with a generative model
B Mazoure*, T Doan*, S Ray
Proceedings of the 9th Workshop on Computational Approaches to Subjectivity …, 2018
Regularized Inverse Reinforcement Learning
W Jeon, CY Su, P Barde, T Doan, D Nowrouzezahrai, J Pineau
International Conference on Representation Learning (ICLR 2021), 2020
Domain Adversarial Reinforcement Learning
B Li, V François-Lavet, T Doan, J Pineau
arXiv preprint arXiv:2102.07097, 2021
Representation of Reinforcement Learning Policies in Reproducing Kernel Hilbert Spaces
B Mazoure, T Doan, T Li, V Makarenkov, J Pineau, D Precup, ...
arXiv preprint arXiv:2002.02863, 2020
Generating Realistic Sequences of Customer-level Transactions for Retail Datasets
T Doan, N Veira, B Keng
International Conference on Data Mining (ICDM), Workshop on Data Mining for …, 2018
Method and system for generating aspects associated with a future event for a subject
B Keng, N VEIRA, T Doan
US Patent App. 16/662,370, 2021
Uncertainty Quantification in Skin Cancer Classification using Three-Way Decision-based Bayesian Deep Learning
M Abdar, M Samami, SD Mahmoodabad, T Doan, B Mazoure, ...
Computers in Biology and Medicine, 104418, 2021
A Theoretical Analysis of Catastrophic Forgetting through the NTK Overlap Matrix
T Doan, M Bennani, B Mazoure, G Rabusseau, P Alquier
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2020
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학술자료 1–17