| Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old Labels | May 12, 2020 | Autonomous Drivingclass-incremental learning | CodeCode Available | 1 | 5 |
| Adversarial Feature Augmentation and Normalization for Visual Recognition | Mar 22, 2021 | ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| Compete to Win: Enhancing Pseudo Labels for Barely-supervised Medical Image Segmentation | Apr 15, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised Learning | Jul 15, 2020 | Data AugmentationSegmentation | CodeCode Available | 1 | 5 |
| Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain Images | Aug 3, 2023 | AnatomyAnomaly Detection | CodeCode Available | 1 | 5 |
| Diffusion Models for Implicit Image Segmentation Ensembles | Dec 6, 2021 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| A Registration- and Uncertainty-based Framework for White Matter Tract Segmentation With Only One Annotated Subject | Mar 25, 2023 | Segmentation | CodeCode Available | 1 | 5 |
| Complementary Patch for Weakly Supervised Semantic Segmentation | Aug 9, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| clDice - A Novel Topology-Preserving Loss Function for Tubular Structure Segmentation | Jun 19, 2021 | Graph SimilaritySegmentation | CodeCode Available | 1 | 5 |
| Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions | Mar 30, 2020 | General ClassificationRepresentation Learning | CodeCode Available | 1 | 5 |
