| Choroidalyzer: An open-source, end-to-end pipeline for choroidal analysis in optical coherence tomography | Dec 5, 2023 | Segmentation | CodeCode Available | 1 |
| Deep Active Learning for Axon-Myelin Segmentation on Histology Data | Jul 11, 2019 | Active LearningAnatomy | CodeCode Available | 1 |
| CENet: Context Enhancement Network for Medical Image Segmentation | May 23, 2025 | DecoderImage Segmentation | CodeCode Available | 1 |
| CENet: Toward Concise and Efficient LiDAR Semantic Segmentation for Autonomous Driving | Jul 26, 2022 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion Models | May 5, 2025 | Anomaly SegmentationSegmentation | CodeCode Available | 1 |
| Center Focusing Network for Real-Time LiDAR Panoptic Segmentation | Nov 16, 2023 | Panoptic SegmentationSegmentation | CodeCode Available | 1 |
| Finding Meaning in Points: Weakly Supervised Semantic Segmentation for Event Cameras | Jul 15, 2024 | Contrastive LearningSegmentation | CodeCode Available | 1 |
| DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering | Dec 12, 2022 | ClusteringGraph Neural Network | CodeCode Available | 1 |
| CenterMask : Real-Time Anchor-Free Instance Segmentation | Nov 15, 2019 | Instance SegmentationObject Detection | CodeCode Available | 1 |
| CenterMask: Real-Time Anchor-Free Instance Segmentation | Jun 1, 2020 | Instance SegmentationReal-time Instance Segmentation | CodeCode Available | 1 |
| A persistent homology-based topological loss for CNN-based multi-class segmentation of CMR | Jul 27, 2021 | AnatomySegmentation | CodeCode Available | 1 |
| Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincaré Ball | Apr 4, 2024 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Deep Interactive Learning-based ovarian cancer segmentation of H&E-stained whole slide images to study morphological patterns of BRCA mutation | Mar 28, 2022 | Deep LearningSegmentation | 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 |
| CEREBRUM‐7T: Fast and Fully Volumetric Brain Segmentation of 7 Tesla MR Volumes | Jan 28, 2021 | Brain SegmentationSegmentation | CodeCode Available | 1 |
| Flow-based Video Segmentation for Human Head and Shoulders | Apr 20, 2021 | DecoderImage Matting | CodeCode Available | 1 |
| Dense Unsupervised Learning for Video Segmentation | Nov 11, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Disentangle then Parse:Night-time Semantic Segmentation with Illumination Disentanglement | Jul 18, 2023 | DisentanglementSegmentation | CodeCode Available | 1 |
| FocSAM: Delving Deeply into Focused Objects in Segmenting Anything | May 29, 2024 | DecoderInteractive Segmentation | CodeCode Available | 1 |
| CeyMo: See More on Roads -- A Novel Benchmark Dataset for Road Marking Detection | Oct 22, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| DC-Seg: Disentangled Contrastive Learning for Brain Tumor Segmentation with Missing Modalities | May 17, 2025 | Brain Tumor SegmentationContrastive Learning | CodeCode Available | 1 |
| FocusNetv2: Imbalanced Large and Small Organ Segmentation with Adversarial Shape Constraint for Head and Neck CT Images | Apr 5, 2021 | Organ SegmentationSegmentation | CodeCode Available | 1 |
| CEDNet: A Cascade Encoder-Decoder Network for Dense Prediction | Feb 13, 2023 | DecoderInstance Segmentation | CodeCode Available | 1 |
| FoodSAM: Any Food Segmentation | Aug 11, 2023 | Image SegmentationInstance Segmentation | CodeCode Available | 1 |
| DEAL: Difficulty-aware Active Learning for Semantic Segmentation | Oct 17, 2020 | Active LearningSegmentation | CodeCode Available | 1 |
