| Generalisable 3D Fabric Architecture for Streamlined Universal Multi-Dataset Medical Image Segmentation | Jun 28, 2020 | AnatomyImage Segmentation | CodeCode Available | 1 | 5 |
| Raidionics: an open software for pre- and postoperative central nervous system tumor segmentation and standardized reporting | Apr 28, 2023 | PrognosisSegmentation | CodeCode Available | 1 | 5 |
| Bounding Box-Guided Diffusion for Synthesizing Industrial Images and Segmentation Map | May 6, 2025 | Dataset GenerationSegmentation | CodeCode Available | 1 | 5 |
| Affinity LCFCN: Learning to Segment Fish with Weak Supervision | Nov 6, 2020 | Segmentation | CodeCode Available | 1 | 5 |
| Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scans | Sep 10, 2020 | GPUImage Segmentation | CodeCode Available | 1 | 5 |
| Comprehensive framework for evaluation of deep neural networks in detection and quantification of lymphoma from PET/CT images: clinical insights, pitfalls, and observer agreement analyses | Nov 16, 2023 | Lesion DetectionLesion Segmentation | CodeCode Available | 1 | 5 |
| Affinity Space Adaptation for Semantic Segmentation Across Domains | Sep 26, 2020 | Domain AdaptationSegmentation | CodeCode Available | 1 | 5 |
| FairSeg: A Large-Scale Medical Image Segmentation Dataset for Fairness Learning Using Segment Anything Model with Fair Error-Bound Scaling | Nov 3, 2023 | FairnessImage Segmentation | CodeCode Available | 1 | 5 |
| FactSeg: Foreground Activation Driven Small Object Semantic Segmentation in Large-Scale Remote Sensing Imagery | Jul 27, 2021 | DecoderObject | CodeCode Available | 1 | 5 |
| Factorizer: A Scalable Interpretable Approach to Context Modeling for Medical Image Segmentation | Feb 24, 2022 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| Long-Tail Temporal Action Segmentation with Group-wise Temporal Logit Adjustment | Aug 19, 2024 | Action SegmentationSegmentation | CodeCode Available | 1 | 5 |
| False: False Negative Samples Aware Contrastive Learning for Semantic Segmentation of High-Resolution Remote Sensing Image | Nov 15, 2022 | Contrastive LearningSegmentation | CodeCode Available | 1 | 5 |
| Comprehensive segmentation of deep grey nuclei from structural MRI data | Mar 27, 2025 | Segmentation | CodeCode Available | 1 | 5 |
| FAMINet: Learning Real-time Semi-supervised Video Object Segmentation with Steepest Optimized Optical Flow | Nov 20, 2021 | Optical Flow EstimationSegmentation | CodeCode Available | 1 | 5 |
| LogoSP: Local-global Grouping of Superpoints for Unsupervised Semantic Segmentation of 3D Point Clouds | Jun 9, 2025 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| FarSeg++: Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery | Jul 13, 2023 | Earth ObservationRelation | CodeCode Available | 1 | 5 |
| FAPIS: A Few-shot Anchor-free Part-based Instance Segmenter | Mar 31, 2021 | Few-shot Instance SegmentationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Real-time Instance Segmentation with Discriminative Orientation Maps | Jun 23, 2021 | Foreground SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset | Apr 26, 2020 | AttributeFine-Grained Visual Categorization | CodeCode Available | 1 | 5 |
| Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse Data | Apr 8, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| FastSurfer -- A fast and accurate deep learning based neuroimaging pipeline | Oct 9, 2019 | Brain SegmentationDeep Learning | CodeCode Available | 1 | 5 |
| Stitching, Fine-tuning, Re-training: A SAM-enabled Framework for Semi-supervised 3D Medical Image Segmentation | Mar 17, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Real-time Semantic Segmentation with Fast Attention | Jul 7, 2020 | GPUReal-Time Semantic Segmentation | CodeCode Available | 1 | 5 |
| Long-tailed Instance Segmentation using Gumbel Optimized Loss | Jul 22, 2022 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| A Strong Baseline for Generalized Few-Shot Semantic Segmentation | Nov 25, 2022 | Few-Shot Semantic SegmentationGeneralized Few-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation | Apr 12, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Local Intensity Order Transformation for Robust Curvilinear Object Segmentation | Feb 25, 2022 | Crack SegmentationObject | CodeCode Available | 1 | 5 |
| Continual Learning for Abdominal Multi-Organ and Tumor Segmentation | Jun 1, 2023 | Continual LearningOrgan Segmentation | CodeCode Available | 1 | 5 |
| Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing Flow | May 16, 2023 | Anomaly DetectionOut-of-Distribution Detection | CodeCode Available | 1 | 5 |
| Learning Hierarchical Image Segmentation For Recognition and By Recognition | Oct 1, 2022 | Computational Efficiencyimage-classification | CodeCode Available | 1 | 5 |
| Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks | Mar 7, 2018 | Brain Segmentationimage-classification | CodeCode Available | 1 | 5 |
| Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis | Jun 9, 2022 | One-Shot SegmentationRepresentation Learning | CodeCode Available | 1 | 5 |
| Fast Point Transformer | Dec 9, 2021 | 3D Semantic SegmentationComputational Efficiency | CodeCode Available | 1 | 5 |
| FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty Quantification | Jul 17, 2024 | CPUDomain Adaptation | CodeCode Available | 1 | 5 |
| Conditional Boundary Loss for Semantic Segmentation | Jul 5, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| BoundarySqueeze: Image Segmentation as Boundary Squeezing | May 25, 2021 | Image SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Conditional Convolutions for Instance Segmentation | Mar 12, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Feature Pyramid Network for Multi-Class Land Segmentation | Jun 9, 2018 | DecoderGeneral Classification | CodeCode Available | 1 | 5 |
| Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation | Jun 6, 2023 | DenoisingImage Generation | CodeCode Available | 1 | 5 |
| Conditional diffusion model with spatial attention and latent embedding for medical image segmentation | Feb 10, 2025 | HippocampusImage Segmentation | CodeCode Available | 1 | 5 |
| Ref-Diff: Zero-shot Referring Image Segmentation with Generative Models | Aug 31, 2023 | Image SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Referring Image Segmentation Using Text Supervision | Aug 28, 2023 | Image SegmentationObject Localization | CodeCode Available | 1 | 5 |
| Continual Hippocampus Segmentation with Transformers | Apr 17, 2022 | Continual LearningHippocampus | CodeCode Available | 1 | 5 |
| Continual Learning for Image Segmentation with Dynamic Query | Nov 29, 2023 | Continual LearningDiversity | CodeCode Available | 1 | 5 |
| A survey of loss functions for semantic segmentation | Jun 26, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| FEANet: Feature-Enhanced Attention Network for RGB-Thermal Real-time Semantic Segmentation | Oct 18, 2021 | Real-Time Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts | May 16, 2024 | Lesion SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Local Temperature Scaling for Probability Calibration | Aug 12, 2020 | Brain SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge Distillation | Mar 15, 2021 | Data AugmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| Loss Ensembles for Extremely Imbalanced Segmentation | Dec 31, 2020 | Segmentation | CodeCode Available | 1 | 5 |
