| Image Recoloring Based on Object Color Distributions | May 6, 2019 | ObjectSegmentation | CodeCode Available | 1 |
| Searching for MobileNetV3 | May 6, 2019 | ClassificationDecoder | CodeCode Available | 1 |
| Simultaneous Object Detection and Semantic Segmentation | May 6, 2019 | Objectobject-detection | CodeCode Available | 1 |
| Semantic Segmentation of Video Sequences with Convolutional LSTMs | May 3, 2019 | DecoderImage Segmentation | CodeCode Available | 1 |
| Representation Similarity Analysis for Efficient Task taxonomy & Transfer Learning | Apr 26, 2019 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Bidirectional Learning for Domain Adaptation of Semantic Segmentation | Apr 24, 2019 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Mumford-Shah Loss Functional for Image Segmentation with Deep Learning | Apr 5, 2019 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| YOLACT: Real-time Instance Segmentation | Apr 4, 2019 | GPUInstance Segmentation | CodeCode Available | 1 |
| GFF: Gated Fully Fusion for Semantic Segmentation | Apr 3, 2019 | Scene ParsingScene Understanding | CodeCode Available | 1 |
| Event-Based Motion Segmentation by Motion Compensation | Apr 2, 2019 | Event SegmentationMotion Compensation | CodeCode Available | 1 |
| Med3D: Transfer Learning for 3D Medical Image Analysis | Apr 1, 2019 | 3D Medical Imaging SegmentationLiver Segmentation | CodeCode Available | 1 |
| Disentangled Representation Learning in Cardiac Image Analysis | Mar 22, 2019 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 |
| Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation | Mar 7, 2019 | MRI segmentationSegmentation | CodeCode Available | 1 |
| Extended 2D Consensus Hippocampus Segmentation | Feb 12, 2019 | GPUHippocampus | CodeCode Available | 1 |
| Semi-Supervised and Task-Driven Data Augmentation | Feb 11, 2019 | Data AugmentationSegmentation | CodeCode Available | 1 |
| Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC) | Feb 9, 2019 | AttributeLesion Segmentation | CodeCode Available | 1 |
| 'Squeeze & Excite' Guided Few-Shot Segmentation of Volumetric Images | Feb 4, 2019 | Few-Shot LearningImage Segmentation | CodeCode Available | 1 |
| Hybrid Task Cascade for Instance Segmentation | Jan 22, 2019 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Guided Curriculum Model Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation | Jan 17, 2019 | Image SegmentationSegmentation | CodeCode Available | 1 |
| The Liver Tumor Segmentation Benchmark (LiTS) | Jan 13, 2019 | BenchmarkingComputed Tomography (CT) | CodeCode Available | 1 |
| Post-mortem Iris Recognition with Deep-Learning-based Image Segmentation | Jan 7, 2019 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| CC-Net: Image Complexity Guided Network Compression for Biomedical Image Segmentation | Jan 6, 2019 | Image 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 Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes | Dec 24, 2018 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 |
| Retinal vessel segmentation based on Fully Convolutional Neural Networks | Dec 18, 2018 | Data AugmentationRetinal Vessel Segmentation | CodeCode Available | 1 |
