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| Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural Networks | May 19, 2020 | Adversarial RobustnessGeneral Classification | CodeCode Available | 0 |
| Deployment of Image Analysis Algorithms under Prevalence Shifts | Mar 22, 2023 | image-classificationImage Classification | CodeCode Available | 0 |
| Learning from imperfect training data using a robust loss function: application to brain image segmentation | Aug 8, 2022 | Brain Image SegmentationEEG | CodeCode Available | 0 |
| Learning from Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image Analysis | Mar 20, 2022 | Anomaly DetectionMedical Image Analysis | CodeCode Available | 0 |
| A Knowledge-based Learning Framework for Self-supervised Pre-training Towards Enhanced Recognition of Biomedical Microscopy Images | Nov 27, 2022 | Contrastive LearningImage Restoration | CodeCode Available | 0 |
| Shape-aware Surface Reconstruction from Sparse 3D Point-Clouds | Feb 26, 2016 | AnatomyMedical Image Analysis | CodeCode Available | 0 |
| Improving Tuberculosis (TB) Prediction using Synthetically Generated Computed Tomography (CT) Images | Sep 23, 2021 | Computed Tomography (CT)Medical Image Analysis | CodeCode Available | 0 |
| Shape-aware synthesis of pathological lung CT scans using CycleGAN for enhanced semi-supervised lung segmentation | May 14, 2024 | Data AugmentationImage Segmentation | CodeCode Available | 0 |
