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| A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation Models | Jan 20, 2024 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem? | Oct 28, 2020 | Continual LearningOrgan Segmentation | CodeCode Available | 1 |
| Delving Deeper into Anti-aliasing in ConvNets | Aug 21, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Demystifying Brain Tumour Segmentation Networks: Interpretability and Uncertainty Analysis | Sep 3, 2019 | Brain Tumor SegmentationMedical Diagnosis | CodeCode Available | 1 |
| Dense Contrastive Learning for Self-Supervised Visual Pre-Training | Nov 18, 2020 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| DeepVoxNet2: Yet another CNN framework | Nov 17, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Deep Variational Instance Segmentation | Jul 22, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object Segmentation | Nov 1, 2023 | 3D ReconstructionData Augmentation | CodeCode Available | 1 |
| UniUSNet: A Promptable Framework for Universal Ultrasound Disease Prediction and Tissue Segmentation | Jun 3, 2024 | Disease Predictionimage-classification | CodeCode Available | 1 |
| Deformable Mamba for Wide Field of View Segmentation | Nov 25, 2024 | DecoderMamba | CodeCode Available | 1 |
| Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance Segmentation | Jul 21, 2020 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 |
| DeepSeg: Deep Neural Network Framework for Automatic Brain Tumor Segmentation using Magnetic Resonance FLAIR Images | Apr 26, 2020 | Brain Tumor SegmentationDeep 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 |
| Deep Negative Volume Segmentation | Jun 22, 2020 | Segmentation | CodeCode Available | 1 |
| ABCNet: Attentive Bilateral Contextual Network for Efficient Semantic Segmentation of Fine-Resolution Remote Sensing Images | Feb 4, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Deep Projective 3D Semantic Segmentation | May 9, 2017 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| DeiSAM: Segment Anything with Deictic Prompting | Feb 21, 2024 | Image SegmentationSegmentation | 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 |
| Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2 | Nov 12, 2021 | Deep LearningInstance Segmentation | CodeCode Available | 1 |
| Deep Metric Learning for Open World Semantic Segmentation | Aug 10, 2021 | Autonomous DrivingFew-Shot Learning | CodeCode Available | 1 |
| Deep Learning for Musical Form: Recognition and Analysis | Apr 29, 2022 | ClassificationDeep Learning | 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 |
| AdaMSS: Adaptive Multi-Modality Segmentation-to-Survival Learning for Survival Outcome Prediction from PET/CT Images | May 17, 2023 | Multi-Task LearningPrediction | CodeCode Available | 1 |
| Anomaly Segmentation for High-Resolution Remote Sensing Images Based on Pixel Descriptors | Jan 31, 2023 | Anomaly SegmentationOne-Class Classification | CodeCode Available | 1 |