| Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions | Aug 31, 2019 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Fingerspelling recognition in the wild with iterative visual attention | Aug 28, 2019 | Hand DetectionSegmentation | CodeCode Available | 1 |
| PANet: Few-Shot Image Semantic Segmentation with Prototype Alignment | Aug 18, 2019 | Few-Shot Semantic SegmentationMetric Learning | CodeCode Available | 1 |
| Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network | Aug 16, 2019 | Scene Text DetectionSegmentation | CodeCode Available | 1 |
| Nuclei Segmentation via a Deep Panoptic Model with Semantic Feature Fusion | Aug 10, 2019 | Instance SegmentationNuclear Segmentation | CodeCode Available | 1 |
| LVIS: A Dataset for Large Vocabulary Instance Segmentation | Aug 8, 2019 | Instance SegmentationObject | CodeCode Available | 1 |
| Incremental Learning Techniques for Semantic Segmentation | Jul 31, 2019 | Disjoint 10-1Disjoint 15-1 | CodeCode Available | 1 |
| Grid Saliency for Context Explanations of Semantic Segmentation | Jul 30, 2019 | image-classificationImage Classification | CodeCode Available | 1 |
| Overfitting of neural nets under class imbalance: Analysis and improvements for segmentation | Jul 25, 2019 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Segmenting Objects in Day and Night:Edge-Conditioned CNN for Thermal Image Semantic Segmentation | Jul 24, 2019 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Separable Convolutional LSTMs for Faster Video Segmentation | Jul 16, 2019 | GPUImage Segmentation | CodeCode Available | 1 |
| Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation | Jul 16, 2019 | Image SegmentationLeft Atrium Segmentation | CodeCode Available | 1 |
| Deep Active Learning for Axon-Myelin Segmentation on Histology Data | Jul 11, 2019 | Active LearningAnatomy | CodeCode Available | 1 |
| Cardiac MRI Segmentation with Strong Anatomical Guarantees | Jul 5, 2019 | Cardiac SegmentationMRI segmentation | CodeCode Available | 1 |
| Fully automatic computer-aided mass detection and segmentation via pseudo-color mammograms and Mask R-CNN | Jun 28, 2019 | Image GenerationSegmentation | CodeCode Available | 1 |
| Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth | Jun 26, 2019 | Autonomous DrivingClustering | CodeCode Available | 1 |
| A Partially Reversible U-Net for Memory-Efficient Volumetric Image Segmentation | Jun 14, 2019 | image-classificationImage Classification | CodeCode Available | 1 |
| Topology-Preserving Deep Image Segmentation | Jun 12, 2019 | Image SegmentationSegmentation | CodeCode Available | 1 |
| `Project & Excite' Modules for Segmentation of Volumetric Medical Scans | Jun 11, 2019 | Brain SegmentationImage Segmentation | CodeCode Available | 1 |
| PHiSeg: Capturing Uncertainty in Medical Image Segmentation | Jun 7, 2019 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Semi-supervised semantic segmentation needs strong, varied perturbations | Jun 5, 2019 | General ClassificationSegmentation | CodeCode Available | 1 |
| Uncertainty-based graph convolutional networks for organ segmentation refinement | Jun 5, 2019 | Graph LearningOrgan Segmentation | CodeCode Available | 1 |
| Zero-Shot Semantic Segmentation | Jun 3, 2019 | General ClassificationSegmentation | CodeCode Available | 1 |
| A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities | May 30, 2019 | DiversityInductive Bias | CodeCode Available | 1 |
| iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images | May 30, 2019 | Instance SegmentationObject | CodeCode Available | 1 |
