Christopher Beckham
Christopher Beckham
Institut Québécois d'Intelligence Artificielle
Verified email at polymtl.ca - Homepage
Title
Cited by
Cited by
Year
Manifold mixup: Better representations by interpolating hidden states
V Verma, A Lamb, C Beckham, A Najafi, I Mitliagkas, D Lopez-Paz, ...
International Conference on Machine Learning, 6438-6447, 2019
246*2019
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events
E Racah, C Beckham, T Maharaj, SE Kahou, M Prabhat, C Pal
Advances in Neural Information Processing Systems, 3402-3413, 2017
1002017
Wekadeeplearning4j: A deep learning package for weka based on deeplearning4j
S Lang, F Bravo-Marquez, C Beckham, M Hall, E Frank
Knowledge-Based Systems 178, 48-50, 2019
442019
Unimodal probability distributions for deep ordinal classification
C Beckham, C Pal
International Conference on Machine Learning, 411-419, 2017
252017
Adversarial Mixup Resynthesizers
C Beckham, S Honari, A Lamb, V Verma, F Ghadiri, RD Hjelm, C Pal
arXiv preprint arXiv:1903.02709, 2019
242019
A step towards procedural terrain generation with GANs
C Beckham, C Pal
arXiv preprint arXiv:1707.03383, 2017
212017
A simple squared-error reformulation for ordinal classification
C Beckham, C Pal
arXiv preprint arXiv:1612.00775, 2016
192016
Semi-supervised detection of extreme weather events in large climate datasets
E Racah, C Beckham, T Maharaj, C Pal
arXiv preprint arXiv:1612.02095, 2016
172016
Unsupervised depth estimation, 3D face rotation and replacement
JRA Moniz, C Beckham, S Rajotte, S Honari, C Pal
Advances in Neural Information Processing Systems, 9736-9746, 2018
142018
Boosting segmentation with weak supervision from image-to-image translation
E Vorontsov, P Molchanov, W Byeon, S De Mello, V Jampani, MY Liu, ...
arXiv preprint arXiv:1904.01636 6, 2019
9*2019
Manifold Mixup: Better Representations by Interpolating Hidden States. arXiv e-prints, art
V Verma, A Lamb, C Beckham, A Najafi, I Mitliagkas, A Courville, ...
arXiv preprint arXiv:1806.05236, 2018
62018
WekaPyScript: Classification, regression, and filter schemes for WEKA implemented in Python
CJ Beckham, MA Hall, E Frank
62016
Deep Learning for Extreme Weather Detection
M Prabhat, E Racah, J Biard, Y Liu, M Mudigonda, K Kashinath, ...
AGU Fall Meeting Abstracts 2017, IN11A-0022, 2017
32017
ClimateNet: a machine learning dataset for climate science research
M Prabhat, J Biard, S Ganguly, S Ames, K Kashinath, SK Kim, S Kahou, ...
AGU Fall Meeting Abstracts 2017, IN13E-01, 2017
22017
Visual Question Answering From Another Perspective: CLEVR Mental Rotation Tests
C Beckham, M Weiss, F Golemo, S Honari, D Nowrouzezahrai, C Pal
https://openreview.net/forum?id=aYbCpFNnHdh, 2020
2020
Deep Learning recognizes weather and climate patterns
K Kashinath, M Prabhat, M Mudigonda, A Mahesh, SK Kim, Y Liu, ...
AGU Fall Meeting Abstracts 2018, IN14A-07, 2018
2018
Techniques in Ordinal Classification and Image-to-Image Translation
C Beckham
Ecole Polytechnique, Montreal (Canada), 2017
2017
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