| Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional Neural Networks | Sep 3, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images using Bayesian Deep Learning | Sep 12, 2018 | SegmentationUncertainty Visualization | CodeCode Available | 1 |
| Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike? | Jan 1, 2021 | AllImage Segmentation | CodeCode Available | 1 |
| Kartezio: Evolutionary Design of Explainable Pipelines for Biomedical Image Analysis | Feb 28, 2023 | DiversityImage Segmentation | CodeCode Available | 1 |
| CycleMLP: A MLP-like Architecture for Dense Prediction | Jul 21, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 |
| Automatic High Resolution Wire Segmentation and Removal | Apr 1, 2023 | SegmentationVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| A Location-Sensitive Local Prototype Network for Few-Shot Medical Image Segmentation | Mar 18, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| K-Net: Towards Unified Image Segmentation | Jun 28, 2021 | Image SegmentationInstance Segmentation | CodeCode Available | 1 |
| CTSpine1K: A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed Tomography | May 31, 2021 | Computed Tomography (CT)Image Super-Resolution | CodeCode Available | 1 |
| Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions | Mar 30, 2020 | General ClassificationRepresentation Learning | CodeCode Available | 1 |
| Label-efficient Segmentation via Affinity Propagation | Oct 16, 2023 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Automatic labelling of urban point clouds using data fusion | Aug 31, 2021 | ManagementSegmentation | CodeCode Available | 1 |
| blob loss: instance imbalance aware loss functions for semantic segmentation | May 17, 2022 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 |
| BLO-SAM: Bi-level Optimization Based Overfitting-Preventing Finetuning of SAM | Feb 26, 2024 | Image SegmentationSegmentation | CodeCode Available | 1 |
| ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing Segmentation With Segment Anything Model | Jun 16, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Land Cover Segmentation with Sparse Annotations from Sentinel-2 Imagery | Jun 28, 2023 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| CTooth+: A Large-scale Dental Cone Beam Computed Tomography Dataset and Benchmark for Tooth Volume Segmentation | Aug 2, 2022 | Active LearningSegmentation | CodeCode Available | 1 |
| Curriculum Knowledge Switching for Pancreas Segmentation | Jun 22, 2023 | Pancreas SegmentationSegmentation | CodeCode Available | 1 |
| Language Guided Domain Generalized Medical Image Segmentation | Apr 1, 2024 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 |
| Large-batch Optimization for Dense Visual Predictions | Oct 20, 2022 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| CTNet: Context-based Tandem Network for Semantic Segmentation | Apr 20, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Large-scale Unsupervised Semantic Segmentation | Jun 6, 2021 | DiversityRepresentation Learning | CodeCode Available | 1 |
| CT Liver Segmentation via PVT-based Encoding and Refined Decoding | Jan 17, 2024 | DecoderLiver Segmentation | CodeCode Available | 1 |
| CTooth: A Fully Annotated 3D Dataset and Benchmark for Tooth Volume Segmentation on Cone Beam Computed Tomography Images | Jun 17, 2022 | Segmentation | CodeCode Available | 1 |
| Latent Graph Representations for Critical View of Safety Assessment | Dec 8, 2022 | AnatomyGraph Neural Network | CodeCode Available | 1 |
| Automatic lung segmentation in routine imaging is primarily a data diversity problem, not a methodology problem | Jan 31, 2020 | AnatomyDiversity | CodeCode Available | 1 |
| LC-GAN: Image-to-image Translation Based on Generative Adversarial Network for Endoscopic Images | Mar 10, 2020 | Generative Adversarial NetworkImage Segmentation | CodeCode Available | 1 |
| LeafMask: Towards Greater Accuracy on Leaf Segmentation | Aug 8, 2021 | Instance SegmentationPlant Phenotyping | CodeCode Available | 1 |
| BN-DRISHTI: Bangla Document Recognition through Instance-level Segmentation of Handwritten Text Images | May 31, 2023 | Handwriting RecognitionHandwritten Line Segmentation | CodeCode Available | 1 |
| Learn Fast, Segment Well: Fast Object Segmentation Learning on the iCub Robot | Jun 27, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding | Jan 5, 2019 | Domain AdaptationScene Understanding | CodeCode Available | 1 |
| A One Stop 3D Target Reconstruction and multilevel Segmentation Method | Aug 14, 2023 | 3D Object Reconstruction3D Reconstruction | CodeCode Available | 1 |
| ActionVOS: Actions as Prompts for Video Object Segmentation | Jul 10, 2024 | ObjectReferring Video Object Segmentation | CodeCode Available | 1 |
| Learning Context-aware Classifier for Semantic Segmentation | Mar 21, 2023 | 3D Semantic SegmentationDecoder | CodeCode Available | 1 |
| AME-CAM: Attentive Multiple-Exit CAM for Weakly Supervised Segmentation on MRI Brain Tumor | Jun 26, 2023 | Brain Tumor SegmentationSegmentation | CodeCode Available | 1 |
| Automatic Polyp Segmentation via Multi-scale Subtraction Network | Aug 11, 2021 | Segmentation | CodeCode Available | 1 |
| Learning from Noisy Pseudo-labels for All-Weather Land Cover Mapping | Apr 18, 2025 | AllImage Segmentation | CodeCode Available | 1 |
| Learning from partially labeled data for multi-organ and tumor segmentation | Nov 13, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Learning Fuzzy Clustering for SPECT/CT Segmentation via Convolutional Neural Networks | Apr 17, 2021 | ClusteringImage Segmentation | CodeCode Available | 1 |
| Learning Gaussian Instance Segmentation in Point Clouds | Jul 20, 2020 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation | Feb 8, 2021 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 |
| Learning Inner-Group Relations on Point Clouds | Aug 27, 2021 | 3D Classification3D Point Cloud Classification | CodeCode Available | 1 |
| Activation Modulation and Recalibration Scheme for Weakly Supervised Semantic Segmentation | Dec 16, 2021 | Feature ImportanceScene Understanding | CodeCode Available | 1 |
| Learning Inter-Superpoint Affinity for Weakly Supervised 3D Instance Segmentation | Oct 11, 2022 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Active Boundary Loss for Semantic Segmentation | Feb 4, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Learning Non-target Knowledge for Few-shot Semantic Segmentation | May 10, 2022 | Contrastive LearningFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Amodal Cityscapes: A New Dataset, its Generation, and an Amodal Semantic Segmentation Challenge Baseline | Jun 1, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Learning Pairwise Inter-Plane Relations for Piecewise Planar Reconstruction | Aug 1, 2020 | Segmentation | CodeCode Available | 1 |
| Amodal Ground Truth and Completion in the Wild | Dec 28, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 |
| CSFNet: A Cosine Similarity Fusion Network for Real-Time RGB-X Semantic Segmentation of Driving Scenes | Jul 1, 2024 | Autonomous VehiclesImage Segmentation | CodeCode Available | 1 |
