| GAT: Generative Adversarial Training for Adversarial Example Detection and Classification | May 1, 2020 | General ClassificationRobust classification | —Unverified | 0 |
| Improved Sample Complexities for Deep Neural Networks and Robust Classification via an All-Layer Margin | May 1, 2020 | AllGeneralization Bounds | —Unverified | 0 |
| Robust Deep Learning as Optimal Control: Insights and Convergence Guarantees | May 1, 2020 | Deep LearningRobust classification | —Unverified | 0 |
| Towards Robust Classification with Image Quality Assessment | Apr 14, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Robust Classification of High-Dimensional Spectroscopy Data Using Deep Learning and Data Synthesis | Mar 26, 2020 | Binary ClassificationClassification | —Unverified | 0 |
| Advanced Deep Learning Methodologies for Skin Cancer Classification in Prodromal Stages | Mar 13, 2020 | Cancer ClassificationGeneral Classification | —Unverified | 0 |
| Double Backpropagation for Training Autoencoders against Adversarial Attack | Mar 4, 2020 | Adversarial AttackRobust classification | —Unverified | 0 |
| Denoised Smoothing: A Provable Defense for Pretrained Classifiers | Mar 4, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
| Pupil Lovalization And Tracking For Video-Based Iris Biometrics | Feb 16, 2020 | Pupil DetectionRobust classification | —Unverified | 0 |
| On a scalable entropic breaching of the overfitting barrier in machine learning | Feb 8, 2020 | BIG-bench Machine LearningClassification | —Unverified | 0 |
