| Interactive Medical Image Segmentation via Point-Based Interaction and Sequential Patch Learning | Apr 27, 2018 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation | Apr 9, 2018 | Brain Segmentationimage-classification | CodeCode Available | 1 |
| Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation | Mar 28, 2018 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| CompNet: Complementary Segmentation Network for Brain MRI Extraction | Mar 27, 2018 | DecoderImage Segmentation | CodeCode Available | 1 |
| Actor and Action Video Segmentation from a Sentence | Mar 20, 2018 | Action SegmentationDecoder | CodeCode Available | 1 |
| Cross-View Image Synthesis using Conditional GANs | Mar 9, 2018 | Cross-View Image-to-Image TranslationImage Generation | CodeCode Available | 1 |
| Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks | Mar 7, 2018 | Brain Segmentationimage-classification | CodeCode Available | 1 |
| Path Aggregation Network for Instance Segmentation | Mar 5, 2018 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Chest X-Ray Analysis of Tuberculosis by Deep Learning with Segmentation and Augmentation | Mar 3, 2018 | Data AugmentationSegmentation | CodeCode Available | 1 |
| Brain Tumor Segmentation and Radiomics Survival Prediction: Contribution to the BRATS 2017 Challenge | Feb 28, 2018 | Brain Tumor SegmentationData Augmentation | CodeCode Available | 1 |
| Adversarial Learning for Semi-Supervised Semantic Segmentation | Feb 22, 2018 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| TernausNet: U-Net with VGG11 Encoder Pre-Trained on ImageNet for Image Segmentation | Jan 17, 2018 | Image SegmentationSegmentation | CodeCode Available | 1 |
| BUSIS: A Benchmark for Breast Ultrasound Image Segmentation | Jan 9, 2018 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Panoptic Segmentation | Jan 3, 2018 | Image SegmentationInstance Segmentation | CodeCode Available | 1 |
| W-Net: A Deep Model for Fully Unsupervised Image Segmentation | Nov 22, 2017 | Image SegmentationSegmentation | CodeCode Available | 1 |
| AxonDeepSeg: automatic axon and myelin segmentation from microscopy data using convolutional neural networks | Nov 3, 2017 | Segmentation | CodeCode Available | 1 |
| The Conditional Analogy GAN: Swapping Fashion Articles on People Images | Sep 14, 2017 | ArticlesGenerative Adversarial Network | CodeCode Available | 1 |
| One-Shot Learning for Semantic Segmentation | Sep 11, 2017 | General Classificationimage-classification | CodeCode Available | 1 |
| NiftyNet: a deep-learning platform for medical imaging | Sep 11, 2017 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| Residual Conv-Deconv Grid Network for Semantic Segmentation | Jul 25, 2017 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations | Jul 11, 2017 | Deep LearningSegmentation | CodeCode Available | 1 |
| Generalised Wasserstein Dice Score for Imbalanced Multi-class Segmentation using Holistic Convolutional Networks | Jul 3, 2017 | Segmentation | CodeCode Available | 1 |
| Rethinking Atrous Convolution for Semantic Image Segmentation | Jun 17, 2017 | 2D Semantic SegmentationDichotomous Image Segmentation | CodeCode Available | 1 |
| Deep Projective 3D Semantic Segmentation | May 9, 2017 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| LabelBank: Revisiting Global Perspectives for Semantic Segmentation | Mar 29, 2017 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
