| Boundary loss for highly unbalanced segmentation | Dec 17, 2018 | Brain Lesion Segmentation From MriIschemic Stroke Lesion Segmentation | CodeCode Available | 1 |
| HoVer-Net: Simultaneous Segmentation and Classification of Nuclei in Multi-Tissue Histology Images | Dec 16, 2018 | ClassificationGeneral Classification | CodeCode Available | 1 |
| PlaneRCNN: 3D Plane Detection and Reconstruction from a Single Image | Dec 10, 2018 | 3D Plane Detection3D Reconstruction | CodeCode Available | 1 |
| Non-local U-Net for Biomedical Image Segmentation | Dec 10, 2018 | Brain Image SegmentationDecoder | CodeCode Available | 1 |
| GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point Cloud | Dec 8, 2018 | 3D Instance Segmentation3D Object Detection | CodeCode Available | 1 |
| Online Model Distillation for Efficient Video Inference | Dec 6, 2018 | modelSegmentation | CodeCode Available | 1 |
| ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation | Nov 30, 2018 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| One-Shot Instance Segmentation | Nov 28, 2018 | Few-Shot LearningFew-Shot Object Detection | CodeCode Available | 1 |
| Retina U-Net: Embarrassingly Simple Exploitation of Segmentation Supervision for Medical Object Detection | Nov 21, 2018 | Medical Image AnalysisMedical Object Detection | CodeCode Available | 1 |
| Tukey-Inspired Video Object Segmentation | Nov 19, 2018 | ObjectSegmentation | CodeCode Available | 1 |
| Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells | Oct 25, 2018 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation | Sep 27, 2018 | Image SegmentationMedical Image 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 |
| YouTube-VOS: Sequence-to-Sequence Video Object Segmentation | Sep 3, 2018 | Image SegmentationObject | CodeCode Available | 1 |
| Recalibrating Fully Convolutional Networks with Spatial and Channel 'Squeeze & Excitation' Blocks | Aug 23, 2018 | image-classificationImage Classification | CodeCode Available | 1 |
| Automatic skin lesion segmentation on dermoscopic images by the means of superpixel merging | Aug 21, 2018 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| Weakly- and Semi-Supervised Panoptic Segmentation | Aug 10, 2018 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation | Aug 2, 2018 | Dichotomous Image SegmentationReal-Time Semantic Segmentation | CodeCode Available | 1 |
| UNet++: A Nested U-Net Architecture for Medical Image Segmentation | Jul 18, 2018 | Camouflaged Object SegmentationImage Segmentation | CodeCode Available | 1 |
| Sem-GAN: Semantically-Consistent Image-to-Image Translation | Jul 12, 2018 | Image SegmentationImage-to-Image Translation | CodeCode Available | 1 |
| A Probabilistic U-Net for Segmentation of Ambiguous Images | Jun 13, 2018 | Decision MakingSegmentation | CodeCode Available | 1 |
| Feature Pyramid Network for Multi-Class Land Segmentation | Jun 9, 2018 | DecoderGeneral Classification | CodeCode Available | 1 |
| Salient Object Detection Driven by Fixation Prediction | Jun 1, 2018 | Objectobject-detection | CodeCode Available | 1 |
| A Lifelong Learning Approach to Brain MR Segmentation Across Scanners and Protocols | May 25, 2018 | Lifelong learningSegmentation | CodeCode Available | 1 |
| Iteratively Trained Interactive Segmentation | May 11, 2018 | Interactive SegmentationObject | CodeCode Available | 1 |
