| Fundamental Tradeoffs between Invariance and Sensitivity to Adversarial Perturbations | Feb 11, 2020 | Sensitivity | CodeCode Available | 1 |
| Privacy-Preserving Gradient Boosting Decision Trees | Nov 11, 2019 | Privacy PreservingSensitivity | CodeCode Available | 1 |
| HAWQ-V2: Hessian Aware trace-Weighted Quantization of Neural Networks | Nov 10, 2019 | object-detectionObject Detection | CodeCode Available | 1 |
| SiPPing Neural Networks: Sensitivity-informed Provable Pruning of Neural Networks | Oct 11, 2019 | Sensitivity | CodeCode Available | 1 |
| Measuring Arithmetic Extrapolation Performance | Oct 4, 2019 | Sensitivity | CodeCode Available | 1 |
| SNIP: Single-shot Network Pruning based on Connection Sensitivity | Oct 4, 2018 | Image ClassificationNetwork Pruning | CodeCode Available | 1 |
| Gated Path Planning Networks | Jun 17, 2018 | Sensitivity | CodeCode Available | 1 |
| Deep Learning to Improve Breast Cancer Early Detection on Screening Mammography | Aug 30, 2017 | Breast Cancer DetectionCancer-no cancer per image classification | CodeCode Available | 1 |
| Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations | Jul 11, 2017 | Deep LearningSegmentation | CodeCode Available | 1 |
| Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks | Jul 6, 2017 | Arrhythmia DetectionElectrocardiography (ECG) | CodeCode Available | 1 |
