| A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging | Apr 26, 2020 | BenchmarkingLeft Atrium Segmentation | CodeCode Available | 1 |
| Attention-Based Transformers for Instance Segmentation of Cells in Microstructures | Nov 19, 2020 | Cell DetectionCell Segmentation | CodeCode Available | 1 |
| A Good Foundation is Worth Many Labels: Label-Efficient Panoptic Segmentation | May 29, 2024 | Autonomous DrivingBoundary Detection | CodeCode Available | 1 |
| CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea Segmentation | Jan 8, 2022 | Brain SegmentationDomain Adaptation | CodeCode Available | 1 |
| A boundary-aware point clustering approach in Euclidean and embedding spaces for roof plane segmentation | Sep 7, 2023 | Segmentation | CodeCode Available | 1 |
| Attention GhostUNet++: Enhanced Segmentation of Adipose Tissue and Liver in CT Images | Apr 14, 2025 | Computational EfficiencyLiver Segmentation | CodeCode Available | 1 |
| Feature-Proxy Transformer for Few-Shot Segmentation | Oct 13, 2022 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Feature Pyramid Network for Multi-Class Land Segmentation | Jun 9, 2018 | DecoderGeneral Classification | CodeCode Available | 1 |
| Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis | Jan 5, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| FEDD -- Fair, Efficient, and Diverse Diffusion-based Lesion Segmentation and Malignancy Classification | Jul 21, 2023 | DenoisingLesion Segmentation | CodeCode Available | 1 |
| Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation | Feb 8, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Federated nnU-Net for Privacy-Preserving Medical Image Segmentation | Mar 4, 2025 | Federated LearningImage Segmentation | CodeCode Available | 1 |
| Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label Fusion | Feb 4, 2022 | Computational EfficiencyImage Registration | CodeCode Available | 1 |
| Fed-MUnet: Multi-modal Federated Unet for Brain Tumor Segmentation | Sep 2, 2024 | Brain Tumor SegmentationFederated Learning | CodeCode Available | 1 |
| Few-Shot Domain Adaptation with Polymorphic Transformers | Jul 10, 2021 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer | Sep 9, 2023 | DiversityFew-Shot Learning | CodeCode Available | 1 |
| Few-Shot Panoptic Segmentation With Foundation Models | Sep 19, 2023 | Panoptic SegmentationRepresentation Learning | CodeCode Available | 1 |
| Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation | Oct 30, 2022 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Few-Shot Segmentation via Cycle-Consistent Transformer | Jun 4, 2021 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Few-shot Structure-Informed Machinery Part Segmentation with Foundation Models and Graph Neural Networks | Jan 17, 2025 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| CrOC: Cross-View Online Clustering for Dense Visual Representation Learning | Mar 23, 2023 | ClusteringOnline Clustering | CodeCode Available | 1 |
| Attentive Symmetric Autoencoder for Brain MRI Segmentation | Sep 19, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts? | Mar 9, 2020 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Finding an Unsupervised Image Segmenter in Each of Your Deep Generative Models | May 17, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Fingerspelling recognition in the wild with iterative visual attention | Aug 28, 2019 | Hand DetectionSegmentation | CodeCode Available | 1 |
| FinnWoodlands Dataset | Apr 3, 2023 | Autonomous DrivingDepth Completion | CodeCode Available | 1 |
| CRIS: CLIP-Driven Referring Image Segmentation | Nov 30, 2021 | Contrastive LearningDecoder | CodeCode Available | 1 |
| Flight Contrail Segmentation via Augmented Transfer Learning with Novel SR Loss Function in Hough Space | Jul 22, 2023 | Image SegmentationLine Detection | CodeCode Available | 1 |
| Cross-Domain Few-Shot Semantic Segmentation | Mar 24, 2022 | Cross-Domain Few-ShotFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Crack Segmentation for Low-Resolution Images using Joint Learning with Super-Resolution | Jul 25, 2021 | Crack SegmentationSegmentation | CodeCode Available | 1 |
| ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation | Nov 30, 2018 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| CriDiff: Criss-cross Injection Diffusion Framework via Generative Pre-train for Prostate Segmentation | Jun 20, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| FocalUNETR: A Focal Transformer for Boundary-aware Segmentation of CT Images | Oct 6, 2022 | Computed Tomography (CT)Image Segmentation | CodeCode Available | 1 |
| Audio-Visual Instance Segmentation | Oct 28, 2023 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Cross-Modal Progressive Comprehension for Referring Segmentation | May 15, 2021 | AttributeImage Segmentation | CodeCode Available | 1 |
| FocusCut: Diving Into a Focus View in Interactive Segmentation | Jan 1, 2022 | Image SegmentationInteractive Segmentation | CodeCode Available | 1 |
| CT Liver Segmentation via PVT-based Encoding and Refined Decoding | Jan 17, 2024 | DecoderLiver Segmentation | CodeCode Available | 1 |
| Applying Surface Normal Information in Drivable Area and Road Anomaly Detection for Ground Mobile Robots | Aug 26, 2020 | Anomaly DetectionSegmentation | CodeCode Available | 1 |
| Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models | Jan 1, 2023 | Conditional Image GenerationImage Generation | CodeCode Available | 1 |
| Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic Segmentation | Dec 7, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Applying Eigencontours to PolarMask-Based Instance Segmentation | Aug 24, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Foveation for Segmentation of Ultra-High Resolution Images | Jul 29, 2020 | FoveationSegmentation | CodeCode Available | 1 |
| FPS-Net: A Convolutional Fusion Network for Large-Scale LiDAR Point Cloud Segmentation | Mar 1, 2021 | 3D Semantic SegmentationDecoder | CodeCode Available | 1 |
| Augmenting Part-of-speech Tagging with Syntactic Information for Vietnamese and Chinese | Feb 24, 2021 | Part-Of-Speech TaggingSegmentation | CodeCode Available | 1 |
| CPCM: Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic Segmentation | Jul 19, 2023 | Representation LearningScene Understanding | CodeCode Available | 1 |
| Applications of Deep Learning in Fundus Images: A Review | Jan 25, 2021 | Deep LearningImage Generation | CodeCode Available | 1 |
| Advancing UWF-SLO Vessel Segmentation with Source-Free Active Domain Adaptation and a Novel Multi-Center Dataset | Jun 19, 2024 | Active LearningDomain Adaptation | CodeCode Available | 1 |
| Frequency-based Matcher for Long-tailed Semantic Segmentation | Jun 6, 2024 | Autonomous Drivingobject-detection | CodeCode Available | 1 |
| CP2: Copy-Paste Contrastive Pretraining for Semantic Segmentation | Mar 22, 2022 | Contrastive LearningRepresentation Learning | CodeCode Available | 1 |
| CPP-Net: Context-aware Polygon Proposal Network for Nucleus Segmentation | Feb 13, 2021 | Segmentation | CodeCode Available | 1 |
