| Semi-supervised Cardiac Image Segmentation via Label Propagation and Style Transfer | Dec 29, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Histogram Matching Augmentation for Domain Adaptation with Application to Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Image Segmentation | Dec 27, 2020 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| Semantic Segmentation on Swiss3DCities: A Benchmark Study on Aerial Photogrammetric 3D Pointcloud Dataset | Dec 23, 2020 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| 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 |
| HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation | Dec 21, 2020 | DecoderDichotomous Image Segmentation | CodeCode Available | 1 |
| Three Ways to Improve Semantic Segmentation with Self-Supervised Depth Estimation | Dec 19, 2020 | Data AugmentationDepth Estimation | CodeCode Available | 1 |
| SegGroup: Seg-Level Supervision for 3D Instance and Semantic Segmentation | Dec 18, 2020 | 3D Instance Segmentation3D Semantic Segmentation | CodeCode Available | 1 |
| Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene Contexts | Dec 16, 2020 | 3D Semantic SegmentationInstance Segmentation | CodeCode Available | 1 |
| Point Transformer | Dec 16, 2020 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Real-Time Polyp Segmentation Using U-Net with IoU Loss | Dec 15, 2020 | Segmentation | CodeCode Available | 1 |
| docExtractor: An off-the-shelf historical document element extraction | Dec 15, 2020 | Document Layout AnalysisSegmentation | CodeCode Available | 1 |
| Scaling Semantic Segmentation Beyond 1K Classes on a Single GPU | Dec 14, 2020 | GPUimage-classification | CodeCode Available | 1 |
| OCTA-500: A Retinal Dataset for Optical Coherence Tomography Angiography Study | Dec 14, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Efficient Semi-Supervised Gross Target Volume of Nasopharyngeal Carcinoma Segmentation via Uncertainty Rectified Pyramid Consistency | Dec 13, 2020 | Segmentation | CodeCode Available | 1 |
| Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation | Dec 13, 2020 | Data AugmentationImage Augmentation | CodeCode Available | 1 |
| Meticulous Object Segmentation | Dec 13, 2020 | 2k4k | CodeCode Available | 1 |
| Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline | Dec 11, 2020 | DiagnosticGeneral Classification | CodeCode Available | 1 |
| CEM500K – A large-scale heterogeneous unlabeled cellular electron microscopy image dataset for deep learning | Dec 11, 2020 | Electron Microscopy Image SegmentationSegmentation | CodeCode Available | 1 |
| HRCenterNet: An Anchorless Approach to Chinese Character Segmentation in Historical Documents | Dec 10, 2020 | object-detectionObject Detection | CodeCode Available | 1 |
| Self-Supervised Learning of Lidar Segmentation for Autonomous Indoor Navigation | Dec 10, 2020 | NavigatePoint Cloud Segmentation | CodeCode Available | 1 |
| Learning Tubule-Sensitive CNNs for Pulmonary Airway and Artery-Vein Segmentation in CT | Dec 10, 2020 | AnatomyRepresentation Learning | CodeCode Available | 1 |
| Amodal Segmentation Based on Visible Region Segmentation and Shape Prior | Dec 10, 2020 | Segmentation | CodeCode Available | 1 |
| Full-Glow: Fully conditional Glow for more realistic image generation | Dec 10, 2020 | Image GenerationObject Recognition | CodeCode Available | 1 |
| ViP-DeepLab: Learning Visual Perception with Depth-aware Video Panoptic Segmentation | Dec 9, 2020 | Depth-aware Video Panoptic SegmentationDepth Estimation | CodeCode Available | 1 |
| Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation | Dec 9, 2020 | Graph Neural NetworkSegmentation | CodeCode Available | 1 |
| Annotation-efficient deep learning for automatic medical image segmentation | Dec 9, 2020 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Entropy Maximization and Meta Classification for Out-Of-Distribution Detection in Semantic Segmentation | Dec 9, 2020 | General ClassificationOut-of-Distribution Detection | CodeCode Available | 1 |
| Learning Independent Instance Maps for Crowd Localization | Dec 8, 2020 | BinarizationSegmentation | CodeCode Available | 1 |
| CompFeat: Comprehensive Feature Aggregation for Video Instance Segmentation | Dec 7, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Rethinking Learnable Tree Filter for Generic Feature Transform | Dec 7, 2020 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Structural Text Segmentation of Legal Documents | Dec 7, 2020 | Change DetectionInformation Retrieval | CodeCode Available | 1 |
| Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion | Dec 7, 2020 | 3D Semantic Scene Completion3D Semantic Scene Completion from a single RGB image | CodeCode Available | 1 |
| An Uncertainty-Driven GCN Refinement Strategy for Organ Segmentation | Dec 6, 2020 | Graph LearningOrgan Segmentation | CodeCode Available | 1 |
| FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene Understanding | Dec 5, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Make One-Shot Video Object Segmentation Efficient Again | Dec 3, 2020 | Objectobject-detection | CodeCode Available | 1 |
| Aerial Imagery Pixel-level Segmentation | Dec 3, 2020 | Data AugmentationSegmentation | CodeCode Available | 1 |
| Robust Instance Segmentation through Reasoning about Multi-Object Occlusion | Dec 3, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Learning Universal Shape Dictionary for Realtime Instance Segmentation | Dec 2, 2020 | Explainable ModelsGPU | CodeCode Available | 1 |
| Fully Convolutional Networks for Panoptic Segmentation | Dec 1, 2020 | Panoptic SegmentationSegmentation | CodeCode Available | 1 |
| A Three-Stage Self-Training Framework for Semi-Supervised Semantic Segmentation | Dec 1, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| RANet: Region Attention Network for Semantic Segmentation | Dec 1, 2020 | ObjectSegmentation | CodeCode Available | 1 |
| Grabber: A tool to improve convergence in interactive image segmentation | Dec 1, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Disentangling Human Error from Ground Truth in Segmentation of Medical Images | Dec 1, 2020 | Medical Image SegmentationSegmentation | CodeCode Available | 1 |
| End-to-End Video Instance Segmentation with Transformers | Nov 30, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Prototype-based Incremental Few-Shot Semantic Segmentation | Nov 30, 2020 | Few-Shot Semantic SegmentationIncremental Learning | CodeCode Available | 1 |
| Deeper or Wider Networks of Point Clouds with Self-attention? | Nov 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Inter-slice Context Residual Learning for 3D Medical Image Segmentation | Nov 28, 2020 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 |
| Rethinking Text Segmentation: A Novel Dataset and A Text-Specific Refinement Approach | Nov 27, 2020 | SegmentationStyle Transfer | CodeCode Available | 1 |
| SS-SFDA : Self-Supervised Source-Free Domain Adaptation for Road Segmentation in Hazardous Environments | Nov 27, 2020 | Autonomous VehiclesDomain Adaptation | CodeCode Available | 1 |
| MultiStar: Instance Segmentation of Overlapping Objects with Star-Convex Polygons | Nov 26, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
