Christopher Beckham

Manifold Mixup: Better Representations by Interpolating Hidden States

Vikas Verma, Alex Lamb, Christopher Beckham et al. · arXiv (Cornell University) · 2018 · 477 citations · Full text

Artificial Intelligence, Geometric Learning, Deep Neural Networks +15

WekaDeeplearning4j: A deep learning package for Weka based on Deeplearning4j

Steven Lang, Felipe Bravo-Márquez, Christopher Beckham et al. · Knowledge-Based Systems · 2019 · 121 citations

Artificial Intelligence, Engineering, Machine Learning +7

ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events

Evan Racah, Christopher Beckham, Tegan Maharaj et al. · PolyPublie (École Polytechnique de Montréal) · 2016 · 51 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +24

Manifold Mixup: Encouraging Meaningful On-Manifold Interpolation as a Regularizer.

Vikas Verma, Alex Lamb, Christopher Beckham et al. · arXiv (Cornell University) · 2018 · 44 citations · Full text

Geometric Learning, Engineering, Machine Learning +16

Manifold Mixup: Learning Better Representations by Interpolating Hidden States

Vikas Verma, Alex Lamb, Christopher Beckham et al. · 2018 · 29 citations

Artificial Intelligence, Data Augmentation, Machine Vision +15