Thang Doan
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Multi-objective training of Generative Adversarial Networks with multiple discriminators
I Albuquerque, J Monteiro, T Doan, B Considine, T Falk, I Mitliagkas
ICML 2019, 2019
Leveraging exploration in off-policy algorithms via normalizing flows
B Mazoure*, T Doan*, A Durand, RD Hjelm, J Pineau
CoRL 2019, 2019
Online Adaptative Curriculum Learning for GANs
T Doan, J Monteiro, I Albuquerque, B Mazoure, A Durand, J Pineau, ...
AAAI 2019, 2018
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
Deep Reinforcement and InfoMax Learning
B Mazoure, RT Combes, T Doan, P Bachman, RD Hjelm
Neurips 2020, 2020
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
Bayesian Policy Gradients via Alpha Divergence Dropout Inference
P Henderson*, T Doan*, R Islam, D Meger
Bayesian Deep Learning Workshop NIPS 2017, 2017
Generalisation guarantees for continual learning with orthogonal gradient descent
MA Bennani, T Doan, M Sugiyama
arXiv preprint arXiv:2006.11942, 2020
GAN Q-learning
T Doan*, B Mazoure*, C Lyle
arXiv preprint arXiv:1805.04874, 2018
A Theoretical Analysis of Catastrophic Forgetting through the NTK Overlap Matrix
T Doan, M Bennani, B Mazoure, G Rabusseau, P Alquier
AISTATS 2021, 2020
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
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
Domain Adversarial Reinforcement Learning
B Li, V François-Lavet, T Doan, J Pineau
Deep RL workshop Neurips 2020, 2021
Regularized Inverse Reinforcement Learning
W Jeon, CY Su, P Barde, T Doan, D Nowrouzezahrai, J Pineau
ICLR 2021, 2020
Generating Realistic Sequences of Customer-level Transactions for Retail Datasets
T Doan, N Veira, S Ray, B Keng
International Conference on Data Mining (ICDM), Workshop on Data Mining for …, 2018
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
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
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Articles 1–17