| Towards Fine-grained Large Object Segmentation 1st Place Solution to 3D AI Challenge 2020 -- Instance Segmentation Track | Sep 10, 2020 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scans | Sep 10, 2020 | GPUImage Segmentation | CodeCode Available | 1 |
| Leveraging Instance-, Image- and Dataset-Level Information for Weakly Supervised Instance Segmentation | Sep 10, 2020 | Image-level Supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Towards Semantic Segmentation of Urban-Scale 3D Point Clouds: A Dataset, Benchmarks and Challenges | Sep 7, 2020 | Scene UnderstandingSemantic Segmentation | CodeCode Available | 1 |
| Towards Musically Meaningful Explanations Using Source Separation | Sep 4, 2020 | Explainable ModelsImage Segmentation | CodeCode Available | 1 |
| Multi-Loss Weighting with Coefficient of Variations | Sep 3, 2020 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| Monocular 3D Detection with Geometric Constraints Embedding and Semi-supervised Training | Sep 2, 2020 | AttributeInstance Segmentation | CodeCode Available | 1 |
| Regularized Densely-connected Pyramid Network for Salient Instance Segmentation | Aug 28, 2020 | DecoderInstance Segmentation | CodeCode Available | 1 |
| Instance Adaptive Self-Training for Unsupervised Domain Adaptation | Aug 27, 2020 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| Attribute-guided image generation from layout | Aug 27, 2020 | AttributeImage Generation | CodeCode Available | 1 |
| Making a Case for 3D Convolutions for Object Segmentation in Videos | Aug 26, 2020 | DecoderSegmentation | CodeCode Available | 1 |
| Disentangled Representations for Domain-generalized Cardiac Segmentation | Aug 26, 2020 | AnatomyCardiac Segmentation | CodeCode Available | 1 |
| Applying Surface Normal Information in Drivable Area and Road Anomaly Detection for Ground Mobile Robots | Aug 26, 2020 | Anomaly DetectionSegmentation | CodeCode Available | 1 |
| Siamese Network for RGB-D Salient Object Detection and Beyond | Aug 26, 2020 | object-detectionObject Detection | CodeCode Available | 1 |
| SNE-RoadSeg: Incorporating Surface Normal Information into Semantic Segmentation for Accurate Freespace Detection | Aug 26, 2020 | Scene SegmentationSelf-Driving Cars | CodeCode Available | 1 |
| Semantic Labeling of Large-Area Geographic Regions Using Multi-View and Multi-Date Satellite Images and Noisy OSM Training Labels | Aug 24, 2020 | GPUSemantic Segmentation | CodeCode Available | 1 |
| Seesaw Loss for Long-Tailed Instance Segmentation | Aug 23, 2020 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Delving Deeper into Anti-aliasing in ConvNets | Aug 21, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Multi-scale Interaction for Real-time LiDAR Data Segmentation on an Embedded Platform | Aug 20, 2020 | 3D Semantic SegmentationAutonomous Vehicles | CodeCode Available | 1 |
| ISSAFE: Improving Semantic Segmentation in Accidents by Fusing Event-based Data | Aug 20, 2020 | Autonomous VehiclesBenchmarking | CodeCode Available | 1 |
| MATNet: Motion-Attentive Transition Network for Zero-Shot Video Object Segmentation | Aug 20, 2020 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| Towards Lightweight Lane Detection by Optimizing Spatial Embedding | Aug 19, 2020 | ClusteringInstance Segmentation | CodeCode Available | 1 |
| TIDE: A General Toolbox for Identifying Object Detection Errors | Aug 18, 2020 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| We Learn Better Road Pothole Detection: from Attention Aggregation to Adversarial Domain Adaptation | Aug 16, 2020 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| RevPHiSeg: A Memory-Efficient Neural Network for Uncertainty Quantification in Medical Image Segmentation | Aug 16, 2020 | Efficient Neural NetworkImage Segmentation | CodeCode Available | 1 |
