עקוב אחר
Aaron Courville
Aaron Courville
Professor, DIRO, Université de Montréal, Mila, Cifar CAI chair
כתובת אימייל מאומתת בדומיין umontreal.ca - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Generative adversarial nets‏
I Goodfellow, J Pouget-Abadie, M Mirza, B Xu, D Warde-Farley, S Ozair, ...‏
Advances in neural information processing systems 27, 2014‏
87079*2014
Deep learning‏
IJ Goodfellow, Y Bengio, A Courville‏
Nature, 2016‏
727332016
Representation learning: A review and new perspectives‏
Y Bengio, A Courville, P Vincent‏
IEEE transactions on pattern analysis and machine intelligence 35 (8), 1798-1828, 2013‏
168072013
Show, attend and tell: Neural image caption generation with visual attention‏
K Xu, J Ba, R Kiros, A Courville, R Salakhutdinov, R Zemel, Y Bengio‏
Proceeding of the International Conference on Machine Learning (arXiv …, 2015‏
129912015
Improved training of wasserstein gans‏
I Gulrajani, F Ahmed, M Arjovsky, V Dumoulin, AC Courville‏
Advances in neural information processing systems 30, 2017‏
122382017
Brain tumor segmentation with deep neural networks‏
M Havaei, A Davy, D Warde-Farley, A Biard, A Courville, Y Bengio, C Pal, ...‏
Medical image analysis 35, 18-31, 2017‏
37292017
Why does unsupervised pre-training help deep learning?‏
D Erhan, A Courville, Y Bengio, P Vincent‏
Proceedings of the thirteenth international conference on artificial …, 2010‏
36742010
Estimating or propagating gradients through stochastic neurons for conditional computation‏
Y Bengio, N Léonard, A Courville‏
arXiv preprint arXiv:1308.3432, 2013‏
33632013
Maxout networks‏
I Goodfellow, D Warde-Farley, M Mirza, A Courville, Y Bengio‏
International conference on machine learning, 1319-1327, 2013‏
32082013
Building end-to-end dialogue systems using generative hierarchical neural network models‏
I Serban, A Sordoni, Y Bengio, A Courville, J Pineau‏
Proceedings of the AAAI conference on artificial intelligence 30 (1), 2016‏
2301*2016
Challenges in representation learning: A report on three machine learning contests‏
IJ Goodfellow, D Erhan, PL Carrier, A Courville, M Mirza, B Hamner, ...‏
Neural information processing: 20th international conference, ICONIP 2013 …, 2013‏
22242013
Film: Visual reasoning with a general conditioning layer‏
E Perez, F Strub, H De Vries, V Dumoulin, A Courville‏
Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018‏
21832018
A closer look at memorization in deep networks‏
D Arpit, S Jastrzębski, N Ballas, D Krueger, E Bengio, MS Kanwal, ...‏
International conference on machine learning, 233-242, 2017‏
21012017
Visualizing higher-layer features of a deep network‏
D Erhan, Y Bengio, A Courville, P Vincent‏
University of Montreal 1341 (3), 1, 2009‏
18262009
Adversarially learned inference‏
V Dumoulin, I Belghazi, B Poole, O Mastropietro, A Lamb, M Arjovsky, ...‏
International Conference on Learning Representations (ICLR) 2017, 2016‏
18182016
An empirical investigation of catastrophic forgetting in gradient-based neural networks‏
IJ Goodfellow, M Mirza, D Xiao, A Courville, Y Bengio‏
arXiv preprint arXiv:1312.6211, 2013‏
16252013
A recurrent latent variable model for sequential data‏
J Chung, K Kastner, L Dinh, K Goel, AC Courville, Y Bengio‏
Advances in neural information processing systems 28, 2015‏
15732015
On the spectral bias of neural networks‏
N Rahaman, A Baratin, D Arpit, F Draxler, M Lin, F Hamprecht, Y Bengio, ...‏
International conference on machine learning, 5301-5310, 2019‏
14972019
Mutual information neural estimation‏
MI Belghazi, A Baratin, S Rajeshwar, S Ozair, Y Bengio, A Courville, ...‏
International conference on machine learning, 531-540, 2018‏
14952018
An empirical evaluation of deep architectures on problems with many factors of variation‏
H Larochelle, D Erhan, A Courville, J Bergstra, Y Bengio‏
Proceedings of the 24th international conference on Machine learning, 473-480, 2007‏
14432007
המערכת אינה יכולה לבצע את הפעולה כעת. נסה שוב מאוחר יותר.
מאמרים 1–20