| Pruning via Iterative Ranking of Sensitivity Statistics | Jun 1, 2020 | Sensitivity | CodeCode Available | 1 |
| NILE : Natural Language Inference with Faithful Natural Language Explanations | May 25, 2020 | Decision MakingNatural Language Inference | CodeCode Available | 1 |
| AdaptiveWeighted Attention Network with Camera Spectral Sensitivity Prior for Spectral Reconstruction from RGB Images | May 19, 2020 | SensitivitySpectral Reconstruction | CodeCode Available | 1 |
| Machine Learning Methods for Brain Network Classification: Application to Autism Diagnosis using Cortical Morphological Networks | Apr 28, 2020 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| Syntactic Data Augmentation Increases Robustness to Inference Heuristics | Apr 24, 2020 | Data AugmentationNatural Language Inference | CodeCode Available | 1 |
| Concept Drift Detection via Equal Intensity k-means Space Partitioning | Apr 24, 2020 | Change DetectionDrift Detection | CodeCode Available | 1 |
| Understanding Integrated Gradients with SmoothTaylor for Deep Neural Network Attribution | Apr 22, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| CovidAID: COVID-19 Detection Using Chest X-Ray | Apr 21, 2020 | Sensitivity | CodeCode Available | 1 |
| JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation | Apr 15, 2020 | COVID-19 DiagnosisDiagnostic | CodeCode Available | 1 |
| There and Back Again: Revisiting Backpropagation Saliency Methods | Apr 6, 2020 | Meta-LearningSensitivity | CodeCode Available | 1 |
| Uncertainty quantification in imaging and automatic horizon tracking: a Bayesian deep-prior based approach | Apr 1, 2020 | Seismic ImagingSensitivity | CodeCode Available | 1 |
| SAM: The Sensitivity of Attribution Methods to Hyperparameters | Mar 4, 2020 | Sensitivity | CodeCode Available | 1 |
| Sense and Sensitivity Analysis: Simple Post-Hoc Analysis of Bias Due to Unobserved Confounding | Mar 3, 2020 | Causal InferenceSensitivity | CodeCode Available | 1 |
| DP-MERF: Differentially Private Mean Embeddings with Random Features for Practical Privacy-Preserving Data Generation | Feb 26, 2020 | Privacy PreservingSensitivity | CodeCode Available | 1 |
| Artificial Intelligence Distinguishes COVID-19 from Community Acquired Pneumonia on Chest CT | Feb 19, 2020 | COVID-19 Image SegmentationDiagnostic | CodeCode Available | 1 |
| 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 |
