| Simultaneous Object Detection and Semantic Segmentation | May 6, 2019 | Objectobject-detection | CodeCode Available | 1 |
| Searching for MobileNetV3 | May 6, 2019 | ClassificationDecoder | CodeCode Available | 1 |
| Image Recoloring Based on Object Color Distributions | May 6, 2019 | ObjectSegmentation | 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 |
| 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 |
