| PointRend: Image Segmentation as Rendering | Dec 17, 2019 | Image SegmentationInstance Segmentation | CodeCode Available | 1 |
| UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation | Dec 11, 2019 | Computed Tomography (CT)Decoder | CodeCode Available | 1 |
| SOLO: Segmenting Objects by Locations | Dec 10, 2019 | ClusteringGeneral Classification | CodeCode Available | 1 |
| Large-scale 6D Object Pose Estimation Dataset for Industrial Bin-Picking | Dec 6, 2019 | 6D Pose Estimation using RGBInstance Segmentation | CodeCode Available | 1 |
| Love Me, Love Me, Say (and Write!) that You Love Me: Enriching the WASABI Song Corpus with Lyrics Annotations | Dec 5, 2019 | Segmentation | CodeCode Available | 1 |
| The state of the art in kidney and kidney tumor segmentation in contrast-enhanced CT imaging: Results of the KiTS19 Challenge | Dec 2, 2019 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 |
| xMUDA: Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation | Nov 28, 2019 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| Scaling Out-of-Distribution Detection for Real-World Settings | Nov 25, 2019 | Anomaly SegmentationOut-of-Distribution Detection | CodeCode Available | 1 |
| Retinal Vessel Segmentation based on Fully Convolutional Networks | Nov 22, 2019 | Retinal Vessel SegmentationSegmentation | CodeCode Available | 1 |
| PointPainting: Sequential Fusion for 3D Object Detection | Nov 22, 2019 | 3D Object DetectionObject | CodeCode Available | 1 |
| ResUNet++: An Advanced Architecture for Medical Image Segmentation | Nov 16, 2019 | Colorectal Polyps CharacterizationImage Segmentation | CodeCode Available | 1 |
| CenterMask : Real-Time Anchor-Free Instance Segmentation | Nov 15, 2019 | Instance SegmentationObject Detection | CodeCode Available | 1 |
| One Network to Segment Them All: A General, Lightweight System for Accurate 3D Medical Image Segmentation | Nov 5, 2019 | AllData Augmentation | CodeCode Available | 1 |
| Classification Calibration for Long-tail Instance Segmentation | Oct 29, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| BPE-Dropout: Simple and Effective Subword Regularization | Oct 29, 2019 | Machine TranslationSegmentation | CodeCode Available | 1 |
| Multi-source Domain Adaptation for Semantic Segmentation | Oct 27, 2019 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 |
| SpatialFlow: Bridging All Tasks for Panoptic Segmentation | Oct 19, 2019 | AllInstance Segmentation | CodeCode Available | 1 |
| FastSurfer -- A fast and accurate deep learning based neuroimaging pipeline | Oct 9, 2019 | Brain SegmentationDeep Learning | CodeCode Available | 1 |
| Co-Segmentation Inspired Attention Networks for Video-Based Person Re-Identification | Oct 1, 2019 | Person Re-IdentificationSegmentation | CodeCode Available | 1 |
| PolarMask: Single Shot Instance Segmentation with Polar Representation | Sep 29, 2019 | Distance regressionInstance Segmentation | CodeCode Available | 1 |
| SalsaNet: Fast Road and Vehicle Segmentation in LiDAR Point Clouds for Autonomous Driving | Sep 18, 2019 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| Global Aggregation then Local Distribution in Fully Convolutional Networks | Sep 16, 2019 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Adversarial Policy Gradient for Deep Learning Image Augmentation | Sep 9, 2019 | ClassificationDeep Learning | CodeCode Available | 1 |
| 3D U^2-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation | Sep 4, 2019 | image-classificationImage Classification | CodeCode Available | 1 |
| Demystifying Brain Tumour Segmentation Networks: Interpretability and Uncertainty Analysis | Sep 3, 2019 | Brain Tumor SegmentationMedical Diagnosis | CodeCode Available | 1 |
