Christopher Beckham
Publications by Year
Research Areas
Anomaly Detection Techniques and Applications, Generative Adversarial Networks and Image Synthesis, Meteorological Phenomena and Simulations, Multimodal Machine Learning Applications, Advanced Neural Network Applications
Most-Cited Works
- → Manifold Mixup: Better Representations by Interpolating Hidden States(2018)477 cited
- → ExtremeWeather: A large-scale climate dataset for semi-supervised\n detection, localization, and understanding of extreme weather events(2016)158 cited
- → WekaDeeplearning4j: A deep learning package for Weka based on Deeplearning4j(2019)121 cited
- Manifold Mixup: Encouraging Meaningful On-Manifold Interpolation as a Regularizer.(2018)
- Manifold Mixup: Learning Better Representations by Interpolating Hidden States(2018)
- → On Adversarial Mixup Resynthesis(2019)23 cited
- → Unsupervised Depth Estimation, 3D Face Rotation and Replacement(2018)21 cited
- → Towards annotation-efficient segmentation via image-to-image translation(2022)20 cited
- → A simple squared-error reformulation for ordinal classification(2016)20 cited