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| Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations | Jul 11, 2017 | Deep LearningSegmentation | CodeCode Available | 1 |
| Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization | Dec 21, 2021 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration | Aug 8, 2022 | Image RestorationImage Segmentation | CodeCode Available | 1 |
| Deep learning in magnetic resonance prostate segmentation: A review and a new perspective | Nov 16, 2020 | Medical DiagnosisMedical Image Segmentation | CodeCode Available | 1 |
| DeepMAO: Deep Multi-scale Aware Overcomplete Network for Building Segmentation in Satellite Imagery | Aug 14, 2023 | SegmentationThe Semantic Segmentation Of Remote Sensing Imagery | CodeCode Available | 1 |
| Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision | Jan 1, 2023 | Continual LearningIncremental Learning | CodeCode Available | 1 |
| Code-free development and deployment of deep segmentation models for digital pathology | Nov 16, 2021 | Active LearningDiagnostic | CodeCode Available | 1 |
| Generalized Multi-Task Learning from Substantially Unlabeled Multi-Source Medical Image Data | Oct 25, 2021 | Multi-Task LearningSegmentation | CodeCode Available | 1 |
| Generalized Wasserstein Dice Score, Distributionally Robust Deep Learning, and Ranger for brain tumor segmentation: BraTS 2020 challenge | Nov 3, 2020 | Brain Tumor SegmentationSegmentation | CodeCode Available | 1 |
| Deep Metric Learning for Open World Semantic Segmentation | Aug 10, 2021 | Autonomous DrivingFew-Shot Learning | CodeCode Available | 1 |
| Deep Sensor Fusion with Pyramid Fusion Networks for 3D Semantic Segmentation | May 26, 2022 | 3D Semantic SegmentationAutonomous Vehicles | CodeCode Available | 1 |
| Demystifying Brain Tumour Segmentation Networks: Interpretability and Uncertainty Analysis | Sep 3, 2019 | Brain Tumor SegmentationMedical Diagnosis | CodeCode Available | 1 |
| CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray Segmentation | Feb 21, 2021 | Image SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Geodesic-Former: a Geodesic-Guided Few-shot 3D Point Cloud Instance Segmenter | Jul 22, 2022 | Few-shot Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Geometrically-driven Aggregation for Zero-shot 3D Point Cloud Understanding | Dec 4, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| GeoSegNet: Point Cloud Semantic Segmentation via Geometric Encoder-Decoder Modeling | Jul 14, 2022 | DecoderObject | CodeCode Available | 1 |
| Geo-Semantic Segmentation | Jun 1, 2015 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| A Probabilistic U-Net for Segmentation of Ambiguous Images | Jun 13, 2018 | Decision MakingSegmentation | CodeCode Available | 1 |
| GFNet: Geometric Flow Network for 3D Point Cloud Semantic Segmentation | Jul 6, 2022 | 3D Semantic SegmentationLIDAR Semantic Segmentation | CodeCode Available | 1 |
| D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation | Jan 3, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation | Jul 19, 2021 | Continual LearningContinual Semantic Segmentation | CodeCode Available | 1 |
| Document-level Relation Extraction as Semantic Segmentation | Jun 7, 2021 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| Global Aggregation then Local Distribution for Scene Parsing | Jul 28, 2021 | Scene ParsingSegmentation | CodeCode Available | 1 |
| Deep Instruction Tuning for Segment Anything Model | Mar 31, 2024 | DecoderImage Segmentation | CodeCode Available | 1 |