| CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation | Mar 4, 2021 | Image SegmentationInductive Bias | CodeCode Available | 1 | 5 |
| MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy | Dec 7, 2022 | Cell SegmentationElectron Microscopy Image Segmentation | CodeCode Available | 1 | 5 |
| Generalizable Model-agnostic Semantic Segmentation via Target-specific Normalization | Mar 27, 2020 | Domain GeneralizationSegmentation | CodeCode Available | 1 | 5 |
| Continuous Urban Change Detection from Satellite Image Time Series with Temporal Feature Refinement and Multi-Task Integration | Jun 25, 2024 | Change DetectionMulti-Task Learning | CodeCode Available | 1 | 5 |
| Mediastinal lymph nodes segmentation using 3D convolutional neural network ensembles and anatomical priors guiding | Feb 11, 2021 | Segmentation | CodeCode Available | 1 | 5 |
| Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation | Jan 11, 2023 | Image SegmentationLeft Atrium Segmentation | CodeCode Available | 1 | 5 |
| ACLNet: An Attention and Clustering-based Cloud Segmentation Network | Jul 13, 2022 | ClusteringSegmentation | CodeCode Available | 1 | 5 |
| Generalized Few-Shot Point Cloud Segmentation Via Geometric Words | Sep 20, 2023 | Point Cloud SegmentationSegmentation | CodeCode Available | 1 | 5 |
| MedContext: Learning Contextual Cues for Efficient Volumetric Medical Segmentation | Feb 27, 2024 | Medical Image AnalysisSegmentation | 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 |
| ContourFormer:Real-Time Contour-Based End-to-End Instance Segmentation Transformer | Jan 29, 2025 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Generalizing Hand Segmentation in Egocentric Videos With Uncertainty-Guided Model Adaptation | Jun 1, 2020 | Hand SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Medical Image Analysis on Left Atrial LGE MRI for Atrial Fibrillation Studies: A Review | Jun 18, 2021 | Medical Image AnalysisSegmentation | CodeCode Available | 1 | 5 |
| Boundary loss for highly unbalanced segmentation | Dec 17, 2018 | Brain Lesion Segmentation From MriIschemic Stroke Lesion Segmentation | CodeCode Available | 1 | 5 |
| Mean Shift Mask Transformer for Unseen Object Instance Segmentation | Nov 21, 2022 | ClusteringImage Segmentation | CodeCode Available | 1 | 5 |
| Segformer++: Efficient Token-Merging Strategies for High-Resolution Semantic Segmentation | May 23, 2024 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Med3D: Transfer Learning for 3D Medical Image Analysis | Apr 1, 2019 | 3D Medical Imaging SegmentationLiver Segmentation | CodeCode Available | 1 | 5 |
| Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Clouds | Aug 13, 2021 | ClassificationGeneralized Zero-Shot Learning | CodeCode Available | 1 | 5 |
| Contrastive Boundary Learning for Point Cloud Segmentation | Mar 10, 2022 | Point Cloud SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Boundary IoU: Improving Object-Centric Image Segmentation Evaluation | Mar 30, 2021 | Image SegmentationObject | CodeCode Available | 1 | 5 |
| Cost Aggregation Is All You Need for Few-Shot Segmentation | Dec 22, 2021 | AllDecoder | CodeCode Available | 1 | 5 |
| GenSelfDiff-HIS: Generative Self-Supervision Using Diffusion for Histopathological Image Segmentation | Sep 4, 2023 | Histopathological SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| Geodesic-Former: a Geodesic-Guided Few-shot 3D Point Cloud Instance Segmenter | Jul 22, 2022 | Few-shot Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Contrastive Grouping with Transformer for Referring Image Segmentation | Sep 2, 2023 | Contrastive LearningImage Segmentation | CodeCode Available | 1 | 5 |
| MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets | Jul 5, 2023 | Efficient ViTsImage Segmentation | CodeCode Available | 1 | 5 |
| Medical Image Registration Meets Vision Foundation Model: Prototype Learning and Contour Awareness | Feb 17, 2025 | Image RegistrationMedical Image Analysis | CodeCode Available | 1 | 5 |
| Boundary-Enhanced Co-Training for Weakly Supervised Semantic Segmentation | Jan 1, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Co-Segmentation Inspired Attention Networks for Video-Based Person Re-Identification | Oct 1, 2019 | Person Re-IdentificationSegmentation | CodeCode Available | 1 | 5 |
| CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation | Jul 20, 2022 | 3D Unsupervised Domain AdaptationAutonomous Driving | CodeCode Available | 1 | 5 |
| GFF: Gated Fully Fusion for Semantic Segmentation | Apr 3, 2019 | Scene ParsingScene Understanding | CodeCode Available | 1 | 5 |
| GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation | Jul 20, 2022 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 | 5 |
| Contrastive prediction strategies for unsupervised segmentation and categorization of phonemes and words | Oct 29, 2021 | SegmentationSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| Co-segmentation Inspired Attention Module for Video-based Computer Vision Tasks | Nov 14, 2021 | Action ClassificationObject | CodeCode Available | 1 | 5 |
| Contrastive Registration for Unsupervised Medical Image Segmentation | Nov 17, 2020 | Contrastive LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Boundary Difference Over Union Loss For Medical Image Segmentation | Aug 1, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| COSNet: A Novel Semantic Segmentation Network using Enhanced Boundaries in Cluttered Scenes | Oct 31, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| AC-MAMBASEG: An adaptive convolution and Mamba-based architecture for enhanced skin lesion segmentation | May 5, 2024 | Lesion SegmentationMamba | CodeCode Available | 1 | 5 |
| Global2Local: Efficient Structure Search for Video Action Segmentation | Jan 4, 2021 | Action SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Segmentation and Tracking of Vegetable Plants by Exploiting Vegetable Shape Feature for Precision Spray of Agricultural Robots | Jun 23, 2023 | Instance SegmentationMultiple Object Tracking | CodeCode Available | 1 | 5 |
| ContrastMask: Contrastive Learning to Segment Every Thing | Mar 18, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical Image Segmentation | Jul 27, 2023 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 | 5 |
| Global Aggregation then Local Distribution for Scene Parsing | Jul 28, 2021 | Scene ParsingSegmentation | CodeCode Available | 1 | 5 |
| Non-local U-Net for Biomedical Image Segmentation | Dec 10, 2018 | Brain Image SegmentationDecoder | CodeCode Available | 1 | 5 |
| Correlation-Aware Mutual Learning for Semi-supervised Medical Image Segmentation | Jul 12, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| CP2: Copy-Paste Contrastive Pretraining for Semantic Segmentation | Mar 22, 2022 | Contrastive LearningRepresentation Learning | CodeCode Available | 1 | 5 |
| CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation | Jun 7, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Segmentation of Pulmonary Opacification in Chest CT Scans of COVID-19 Patients | Jul 7, 2020 | Computed Tomography (CT)Domain Adaptation | CodeCode Available | 1 | 5 |
| Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization | Feb 11, 2021 | Image HarmonizationSegmentation | CodeCode Available | 1 | 5 |
| CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks | Feb 4, 2023 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 | 5 |
| MCP-MedSAM: A Powerful Lightweight Medical Segment Anything Model Trained with a Single GPU in Just One Day | Dec 8, 2024 | GPUImage Segmentation | CodeCode Available | 1 | 5 |
