| CC-Net: Image Complexity Guided Network Compression for Biomedical Image Segmentation | Jan 6, 2019 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Enhancing surgical instrument segmentation: integrating vision transformer insights with adapter | May 8, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation | Mar 16, 2021 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware Learning | Mar 5, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation | Nov 22, 2022 | DisentanglementDomain Generalization | CodeCode Available | 1 | 5 |
| CEKD: Cross-Modal Edge-Privileged Knowledge Distillation for Semantic Scene Understanding Using Only Thermal Images | Feb 22, 2023 | Knowledge DistillationScene Understanding | CodeCode Available | 1 | 5 |
| BDG-Net: Boundary Distribution Guided Network for Accurate Polyp Segmentation | Jan 3, 2022 | DecoderMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Analyzing Overfitting under Class Imbalance in Neural Networks for Image Segmentation | Feb 20, 2021 | Data AugmentationImage Segmentation | CodeCode Available | 1 | 5 |
| Entropy Maximization and Meta Classification for Out-Of-Distribution Detection in Semantic Segmentation | Dec 9, 2020 | General ClassificationOut-of-Distribution Detection | CodeCode Available | 1 | 5 |
| Neural Implicit Vision-Language Feature Fields | Mar 20, 2023 | Image SegmentationLanguage Modeling | CodeCode Available | 1 | 5 |
| EOV-Seg: Efficient Open-Vocabulary Panoptic Segmentation | Dec 11, 2024 | DecoderGPU | CodeCode Available | 1 | 5 |
| NiftyNet: a deep-learning platform for medical imaging | Sep 11, 2017 | Data AugmentationDeep Learning | CodeCode Available | 1 | 5 |
| CBNet: A Plug-and-Play Network for Segmentation-Based Scene Text Detection | Dec 5, 2022 | Scene Text DetectionSegmentation | CodeCode Available | 1 | 5 |
| Advanced Deep Networks for 3D Mitochondria Instance Segmentation | Apr 16, 2021 | 3D Instance SegmentationDenoising | CodeCode Available | 1 | 5 |
| Generalizing Hand Segmentation in Egocentric Videos With Uncertainty-Guided Model Adaptation | Jun 1, 2020 | Hand SegmentationSegmentation | CodeCode Available | 1 | 5 |
| ESKNet-An enhanced adaptive selection kernel convolution for breast tumors segmentation | Nov 5, 2022 | Lesion SegmentationSegmentation | CodeCode Available | 1 | 5 |
| nnU-Net for Brain Tumor Segmentation | Nov 2, 2020 | Brain Tumor SegmentationData Augmentation | CodeCode Available | 1 | 5 |
| BenchCloudVision: A Benchmark Analysis of Deep Learning Approaches for Cloud Detection and Segmentation in Remote Sensing Imagery | Feb 21, 2024 | Body DetectionCloud Detection | CodeCode Available | 1 | 5 |
| An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate Segmentation | Jul 3, 2024 | Domain AdaptationImage Segmentation | CodeCode Available | 1 | 5 |
| Noisy Boundaries: Lemon or Lemonade for Semi-supervised Instance Segmentation? | Mar 25, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| 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 | 5 |
| An Uncertainty-Driven GCN Refinement Strategy for Organ Segmentation | Dec 6, 2020 | Graph LearningOrgan Segmentation | CodeCode Available | 1 | 5 |
| Anatomical and Diagnostic Bayesian Segmentation in Prostate MRI -Should Different Clinical Objectives Mandate Different Loss Functions? | Oct 25, 2021 | AnatomyDiagnostic | CodeCode Available | 1 | 5 |
| Novel Class Discovery in Semantic Segmentation | Dec 3, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Uncertainty-based graph convolutional networks for organ segmentation refinement | Jun 5, 2019 | Graph LearningOrgan Segmentation | CodeCode Available | 1 | 5 |
