| Anabranch Network for Camouflaged Object Segmentation | May 20, 2021 | BenchmarkingCamouflaged Object Segmentation | CodeCode Available | 1 | 5 |
| Cascaded multitask U-Net using topological loss for vessel segmentation and centerline extraction | Jul 21, 2023 | Segmentation | CodeCode Available | 1 | 5 |
| AutoML Segmentation for 3D Medical Image Data: Contribution to the MSD Challenge 2018 | May 20, 2020 | 3D Semantic SegmentationAutoML | CodeCode Available | 1 | 5 |
| An Accelerated Pipeline for Multi-label Renal Pathology Image Segmentation at the Whole Slide Image Level | May 23, 2023 | GPUImage Segmentation | CodeCode Available | 1 | 5 |
| CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation | Jun 11, 2024 | SegmentationTumor Segmentation | CodeCode Available | 1 | 5 |
| Causal Unsupervised Semantic Segmentation | Oct 11, 2023 | Causal InferencePrediction | CodeCode Available | 1 | 5 |
| 3D Tooth Mesh Segmentation with Simplified Mesh Cell Representation | Jan 25, 2023 | Segmentation | CodeCode Available | 1 | 5 |
| CAT-Net: A Cross-Slice Attention Transformer Model for Prostate Zonal Segmentation in MRI | Mar 29, 2022 | Segmentation | CodeCode Available | 1 | 5 |
| DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation | Aug 5, 2023 | DenoisingImage Generation | CodeCode Available | 1 | 5 |
| Depth-aware Object Segmentation and Grasp Detection for Robotic Picking Tasks | Nov 22, 2021 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation | Jun 1, 2023 | DecoderDomain Generalization | 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 |
| A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation | Nov 26, 2021 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 | 5 |
| CEM500K – A large-scale heterogeneous unlabeled cellular electron microscopy image dataset for deep learning | Dec 11, 2020 | Electron Microscopy Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Learning Dynamic Network Using a Reuse Gate Function in Semi-supervised Video Object Segmentation | Dec 21, 2020 | One-shot visual object segmentationSegmentation | 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 |
| CDNet: Centripetal Direction Network for Nuclear Instance Segmentation | Jan 1, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| EffiSegNet: Gastrointestinal Polyp Segmentation through a Pre-Trained EfficientNet-based Network with a Simplified Decoder | Jul 23, 2024 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Automatic Tumor Segmentation via False Positive Reduction Network for Whole-Body Multi-Modal PET/CT Images | Sep 16, 2022 | Lesion SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation | Jul 25, 2022 | Domain AdaptationPseudo Label | CodeCode Available | 1 | 5 |
| CellSeg1: Robust Cell Segmentation with One Training Image | Dec 2, 2024 | Cell SegmentationSegmentation | CodeCode Available | 1 | 5 |
| ElC-OIS: Ellipsoidal Clustering for Open-World Instance Segmentation on LiDAR Data | Mar 8, 2023 | Autonomous NavigationClustering | CodeCode Available | 1 | 5 |
| 3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation | Mar 16, 2022 | HippocampusImage Segmentation | CodeCode Available | 1 | 5 |
| DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly Detection | Nov 21, 2022 | Anomaly DetectionDecoder | CodeCode Available | 1 | 5 |
| Detection-segmentation convolutional neural network for autonomous vehicle perception | Jun 30, 2023 | Autonomous Vehiclesobject-detection | CodeCode Available | 1 | 5 |
| DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time Adaptation | Dec 11, 2023 | Domain AdaptationDomain Generalization | CodeCode Available | 1 | 5 |
| Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography Images | Jan 21, 2021 | Decision MakingMedical Image Analysis | 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 |
| CENet: Context Enhancement Network for Medical Image Segmentation | May 23, 2025 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| CENet: Toward Concise and Efficient LiDAR Semantic Segmentation for Autonomous Driving | Jul 26, 2022 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 | 5 |
| Adapting Vision Foundation Models for Robust Cloud Segmentation in Remote Sensing Images | Nov 20, 2024 | Segmentation | CodeCode Available | 1 | 5 |
| CenterMask : Real-Time Anchor-Free Instance Segmentation | Nov 15, 2019 | Instance SegmentationObject Detection | CodeCode Available | 1 | 5 |
| Diffusion Model is Secretly a Training-free Open Vocabulary Semantic Segmenter | Sep 6, 2023 | Contrastive LearningDenoising | CodeCode Available | 1 | 5 |
| Encoder-Decoder Architectures for Clinically Relevant Coronary Artery Segmentation | Jun 21, 2021 | Coronary Artery SegmentationDecoder | CodeCode Available | 1 | 5 |
| CFPNet-M: A Light-Weight Encoder-Decoder Based Network for Multimodal Biomedical Image Real-Time Segmentation | May 10, 2021 | DecoderGPU | 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 |
| CEREBRUM‐7T: Fast and Fully Volumetric Brain Segmentation of 7 Tesla MR Volumes | Jan 28, 2021 | Brain SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Anatomical Data Augmentation via Fluid-based Image Registration | Jul 5, 2020 | Data AugmentationImage Augmentation | CodeCode Available | 1 | 5 |
| Anatomically-aware Uncertainty for Semi-supervised Image Segmentation | Oct 24, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| 3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation | Jun 21, 2016 | 3D Instance SegmentationData Augmentation | CodeCode Available | 1 | 5 |
| CEDNet: A Cascade Encoder-Decoder Network for Dense Prediction | Feb 13, 2023 | DecoderInstance Segmentation | CodeCode Available | 1 | 5 |
| CFPNet: Channel-wise Feature Pyramid for Real-Time Semantic Segmentation | Mar 22, 2021 | Autonomous DrivingGPU | CodeCode Available | 1 | 5 |
| 2018 Robotic Scene Segmentation Challenge | Jan 30, 2020 | Scene SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation | Mar 7, 2019 | MRI segmentationSegmentation | CodeCode Available | 1 | 5 |
| CGA-Net: Category Guided Aggregation for Point Cloud Semantic Segmentation | Jun 19, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Automatic segmentation with detection of local segmentation failures in cardiac MRI | Nov 13, 2020 | PrognosisSegmentation | CodeCode Available | 1 | 5 |
| Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts? | Mar 9, 2020 | Image SegmentationLesion Segmentation | CodeCode Available | 1 | 5 |
| Anatomy-Constrained Contrastive Learning for Synthetic Segmentation without Ground-truth | Jul 12, 2021 | AnatomyContrastive Learning | CodeCode Available | 1 | 5 |
| Anatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmentation and Registration | Apr 14, 2021 | AnatomyDiagnostic | CodeCode Available | 1 | 5 |
| Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation | Jul 18, 2022 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
