| Robust Semantic Segmentation of Brain Tumor Regions from 3D MRIs | Jan 6, 2020 | 3D Semantic SegmentationBrain Tumor Segmentation | CodeCode Available | 1 |
| Unpaired Multi-modal Segmentation via Knowledge Distillation | Jan 6, 2020 | Image SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis | Jan 5, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Visual Semantic SLAM with Landmarks for Large-Scale Outdoor Environment | Jan 4, 2020 | Autonomous DrivingSemantic Segmentation | CodeCode Available | 1 |
| BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation | Jan 2, 2020 | GPUInstance Segmentation | CodeCode Available | 1 |
| A Generalized Deep Learning Framework for Whole-Slide Image Segmentation and Analysis | Jan 1, 2020 | Image SegmentationLesion Detection | CodeCode Available | 1 |
| Towards Accurate Post-training Network Quantization via Bit-Split and Stitching | Jan 1, 2020 | CPUGPU | CodeCode Available | 1 |
| Multi-organ Segmentation over Partially Labeled Datasets with Multi-scale Feature Abstraction | Jan 1, 2020 | Image SegmentationOrgan Segmentation | CodeCode Available | 1 |
| Unsupervised Scene Adaptation with Memory Regularization in vivo | Dec 24, 2019 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| Automated Segmentation of Optical Coherence Tomography Angiography Images: Benchmark Data and Clinically Relevant Metrics | Dec 20, 2019 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Instance-wise Depth and Motion Learning from Monocular Videos | Dec 19, 2019 | Instance SegmentationMonocular Depth Estimation | CodeCode Available | 1 |
| PointRend: Image Segmentation as Rendering | Dec 17, 2019 | Image SegmentationInstance Segmentation | CodeCode Available | 1 |
| AeroRIT: A New Scene for Hyperspectral Image Analysis | Dec 17, 2019 | Hyperspectral image analysisImage Super-Resolution | CodeCode Available | 1 |
| What Else Can Fool Deep Learning? Addressing Color Constancy Errors on Deep Neural Network Performance | Dec 15, 2019 | Color ConstancyImage Augmentation | 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 |
| 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 |
| Addressing Failure Detection by Learning Model Confidence | Dec 1, 2019 | image-classificationImage Classification | CodeCode Available | 1 |
| Weakly Supervised Cell Instance Segmentation by Propagating from Detection Response | Nov 29, 2019 | Cell SegmentationCultural Vocal Bursts Intensity Prediction | CodeCode Available | 1 |
| xMUDA: Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation | Nov 28, 2019 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| Meta-Learning of Neural Architectures for Few-Shot Learning | Nov 25, 2019 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Scaling Out-of-Distribution Detection for Real-World Settings | Nov 25, 2019 | Anomaly SegmentationOut-of-Distribution Detection | 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 |
| RangeNet++: Fast and Accurate LiDAR Semantic Segmentation | Nov 4, 2019 | 3D Semantic SegmentationAutonomous Vehicles | CodeCode Available | 1 |
| Classification Calibration for Long-tail Instance Segmentation | Oct 29, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Multi-source Domain Adaptation for Semantic Segmentation | Oct 27, 2019 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 |
| U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging | Oct 24, 2019 | Deep LearningEEG | CodeCode Available | 1 |
| MeteorNet: Deep Learning on Dynamic 3D Point Cloud Sequences | Oct 21, 2019 | Action RecognitionDeep Learning | CodeCode Available | 1 |
| SpatialFlow: Bridging All Tasks for Panoptic Segmentation | Oct 19, 2019 | AllInstance Segmentation | CodeCode Available | 1 |
| Deformable Kernel Networks for Joint Image Filtering | Oct 17, 2019 | Depth Map Super-ResolutionImage Restoration | CodeCode Available | 1 |
| Manhattan Room Layout Reconstruction from a Single 360 image: A Comparative Study of State-of-the-art Methods | Oct 9, 2019 | Semantic Segmentation | CodeCode Available | 1 |
| Addressing Failure Prediction by Learning Model Confidence | Oct 1, 2019 | image-classificationImage Classification | CodeCode Available | 1 |
| PolarMask: Single Shot Instance Segmentation with Polar Representation | Sep 29, 2019 | Distance regressionInstance Segmentation | CodeCode Available | 1 |
| MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution | Sep 27, 2019 | GPUInstance 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 |
| Dual Graph Convolutional Network for Semantic Segmentation | Sep 13, 2019 | Semantic Segmentation | 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 |
| HarDNet: A Low Memory Traffic Network | Sep 3, 2019 | object-detectionObject Detection | CodeCode Available | 1 |
| Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions | Aug 31, 2019 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Confidence Regularized Self-Training | Aug 26, 2019 | Domain Adaptationimage-classification | CodeCode Available | 1 |
| Deep High-Resolution Representation Learning for Visual Recognition | Aug 20, 2019 | Dichotomous Image SegmentationFace Alignment | CodeCode Available | 1 |
| Dynamic Graph Message Passing Networks | Aug 19, 2019 | Image Classificationobject-detection | CodeCode Available | 1 |
| PANet: Few-Shot Image Semantic Segmentation with Prototype Alignment | Aug 18, 2019 | Few-Shot Semantic SegmentationMetric Learning | CodeCode Available | 1 |
| Nuclei Segmentation via a Deep Panoptic Model with Semantic Feature Fusion | Aug 10, 2019 | Instance SegmentationNuclear Segmentation | CodeCode Available | 1 |
