Christopher Beckham
Christopher Beckham
Institut Québécois d'Intelligence Artificielle
Verified email at polymtl.ca - Homepage
TitleCited byYear
Manifold mixup: Better representations by interpolating hidden states
V Verma, A Lamb, C Beckham, A Najafi, I Mitliagkas, A Courville, ...
arXiv preprint arXiv:1806.05236, 2018
61*2018
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
452017
Unimodal probability distributions for deep ordinal classification
C Beckham, C Pal
arXiv preprint arXiv:1705.05278, 2017
172017
A simple squared-error reformulation for ordinal classification
C Beckham, C Pal
arXiv preprint arXiv:1612.00775, 2016
132016
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
132016
A step towards procedural terrain generation with GANs
C Beckham, C Pal
arXiv preprint arXiv:1707.03383, 2017
92017
WekaPyScript: Classification, regression, and filter schemes for WEKA implemented in Python
CJ Beckham, MA Hall, E Frank
72016
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
62019
Adversarial Mixup Resynthesizers
C Beckham, S Honari, A Lamb, V Verma, F Ghadiri, RD Hjelm, C Pal
arXiv preprint arXiv:1903.02709, 2019
6*2019
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
52018
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, 2019
32019
Deep Learning for Extreme Weather Detection
M Prabhat, E Racah, J Biard, Y Liu, M Mudigonda, K Kashinath, ...
AGU Fall Meeting Abstracts, 2017
22017
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
12017
Deep Learning recognizes weather and climate patterns
K Kashinath, M Prabhat, M Mudigonda, A Mahesh, SK Kim, Y Liu, ...
AGU Fall Meeting Abstracts, 2018
2018
Techniques in Ordinal Classification and Image-to-Image Translation
C Beckham
Ecole Polytechnique, Montreal (Canada), 2017
2017
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Articles 1–15