Articles with public access mandates - Aaron CourvilleLearn more
Not available anywhere: 1
Discovering the Electron Beam Induced Transition Rates for Silicon Dopants in Graphene with Deep Neural Networks in the STEM
KM Roccapriore, M Schwarzer, J Greaves, J Farebrother, R Agarwal, ...
Microscopy and Microanalysis 29 (Supplement_1), 1932-1933, 2023
Mandates: US Department of Energy
Available somewhere: 28
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
Mandates: Natural Sciences and Engineering Research Council of Canada
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
Mandates: Natural Sciences and Engineering Research Council of Canada
Describing videos by exploiting temporal structure
L Yao, A Torabi, K Cho, N Ballas, C Pal, H Larochelle, A Courville
Proceedings of the IEEE international conference on computer vision, 4507-4515, 2015
Mandates: Natural Sciences and Engineering Research Council of Canada
A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues
IV Serban, A Sordoni, R Lowe, L Charlin, J Pineau, A Courville, Y Bengio
Mandates: Natural Sciences and Engineering Research Council of Canada
MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis
K Kumar, R Kumar, T de Boissiere, L Gestin, WZ Teoh, J Sotelo, ...
Neural Information Processing System (NeurIPS - 2019), 2019
Mandates: Natural Sciences and Engineering Research Council of Canada
A benchmark for endoluminal scene segmentation of colonoscopy images
D Vázquez, J Bernal, FJ Sánchez, G Fernández-Esparrach, AM López, ...
Journal of healthcare engineering 2017 (1), 4037190, 2017
Mandates: Government of Spain
Modulating early visual processing by language
H De Vries, F Strub, J Mary, H Larochelle, O Pietquin, AC Courville
Advances in neural information processing systems 30, 2017
Mandates: Natural Sciences and Engineering Research Council of Canada
Describing multimedia content using attention-based encoder-decoder networks
K Cho, A Courville, Y Bengio
IEEE Transactions on Multimedia 17 (11), 1875-1886, 2015
Mandates: Natural Sciences and Engineering Research Council of Canada
Emonets: Multimodal deep learning approaches for emotion recognition in video
SE Kahou, X Bouthillier, P Lamblin, C Gulcehre, V Michalski, K Konda, ...
Journal on Multimodal User Interfaces 10, 99-111, 2016
Mandates: Natural Sciences and Engineering Research Council of Canada
Guesswhat?! visual object discovery through multi-modal dialogue
H De Vries, F Strub, S Chandar, O Pietquin, H Larochelle, A Courville
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
Mandates: Natural Sciences and Engineering Research Council of Canada
Reseg: A recurrent neural network-based model for semantic segmentation
F Visin, M Ciccone, A Romero, K Kastner, K Cho, Y Bengio, M Matteucci, ...
Proceedings of the IEEE conference on computer vision and pattern …, 2016
Mandates: Natural Sciences and Engineering Research Council of Canada
Detecting semantic anomalies
F Ahmed, A Courville
Proceedings of the American Association of Artificial Intelligence (AAAI 2020), 2019
Mandates: Natural Sciences and Engineering Research Council of Canada
Systematic generalisation with group invariant predictions
F Ahmed, Y Bengio, H van Seijen, A Courville
International Conference on Learning Representations (ICLR 2021), 2021
Mandates: Natural Sciences and Engineering Research Council of Canada
Can subnetwork structure be the key to out-of-distribution generalization?
D Zhang, K Ahuja, Y Xu, Y Wang, A Courville
International Conference on Machine Learning, 12356-12367, 2021
Mandates: National Natural Science Foundation of China
Continuous coordination as a realistic scenario for lifelong learning
H Nekoei, A Badrinaaraayanan, A Courville, S Chandar
International Conference on Machine Learning, 8016-8024, 2021
Mandates: Natural Sciences and Engineering Research Council of Canada
AR-DAE: towards unbiased neural entropy gradient estimation
JH Lim, A Courville, C Pal, CW Huang
International Conference on Machine Learning, 6061-6071, 2020
Mandates: Natural Sciences and Engineering Research Council of Canada
Generative compositional augmentations for scene graph prediction
B Knyazev, H de Vries, C Cangea, GW Taylor, A Courville, E Belilovsky
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
Mandates: US Department of Defense
Visual reasoning with multi-hop feature modulation
F Strub, M Seurin, E Perez, H De Vries, J Mary, P Preux, ACO Pietquin
Proceedings of the European Conference on Computer Vision (ECCV), 784-800, 2018
Mandates: Natural Sciences and Engineering Research Council of Canada
Building robust ensembles via margin boosting
D Zhang, H Zhang, A Courville, Y Bengio, P Ravikumar, AS Suggala
International Conference on Machine Learning, 26669-26692, 2022
Mandates: US National Science Foundation, Natural Sciences and Engineering Research …
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