| Leveraging Instance-, Image- and Dataset-Level Information for Weakly Supervised Instance Segmentation | Sep 10, 2020 | Image-level Supervised Instance SegmentationInstance 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 |
| 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 |
| 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 |
| Attribute-guided image generation from layout | Aug 27, 2020 | AttributeImage Generation | CodeCode Available | 1 |
| Instance Adaptive Self-Training for Unsupervised Domain Adaptation | Aug 27, 2020 | Domain AdaptationImage-to-Image Translation | 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 |
| 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 |
| Making a Case for 3D Convolutions for Object Segmentation in Videos | Aug 26, 2020 | DecoderSegmentation | CodeCode Available | 1 |
| Siamese Network for RGB-D Salient Object Detection and Beyond | Aug 26, 2020 | object-detectionObject Detection | 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 |
| MATNet: Motion-Attentive Transition Network for Zero-Shot Video Object Segmentation | Aug 20, 2020 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| ISSAFE: Improving Semantic Segmentation in Accidents by Fusing Event-based Data | Aug 20, 2020 | Autonomous VehiclesBenchmarking | 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 |
| Context-aware Feature Generation for Zero-shot Semantic Segmentation | Aug 16, 2020 | SegmentationSemantic Segmentation | 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 |
| Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation | Aug 13, 2020 | ClassificationFew-Shot Object Detection | CodeCode Available | 1 |
| Contextual Diversity for Active Learning | Aug 13, 2020 | Active LearningDiversity | CodeCode Available | 1 |
| Local Temperature Scaling for Probability Calibration | Aug 12, 2020 | Brain SegmentationSegmentation | CodeCode Available | 1 |
| Dynamic Object Removal and Spatio-Temporal RGB-D Inpainting via Geometry-Aware Adversarial Learning | Aug 12, 2020 | Image-to-Image TranslationRetrieval | CodeCode Available | 1 |
| Campus3D: A Photogrammetry Point Cloud Benchmark for Hierarchical Understanding of Outdoor Scene | Aug 11, 2020 | Instance SegmentationPoint Cloud Segmentation | CodeCode Available | 1 |
| Prototype Mixture Models for Few-shot Semantic Segmentation | Aug 10, 2020 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Scene Segmentation with Dual Relation-aware Attention Network | Aug 5, 2020 | RelationScene Segmentation | CodeCode Available | 1 |
| Duality Diagram Similarity: a generic framework for initialization selection in task transfer learning | Aug 5, 2020 | Model SelectionSemantic Segmentation | CodeCode Available | 1 |
| Cylinder3D: An Effective 3D Framework for Driving-scene LiDAR Semantic Segmentation | Aug 4, 2020 | 3D Semantic SegmentationLIDAR Semantic Segmentation | CodeCode Available | 1 |
| Prior Guided Feature Enrichment Network for Few-Shot Segmentation | Aug 4, 2020 | Few-Shot Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Frame-To-Frame Consistent Semantic Segmentation | Aug 3, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Self-supervised Object Tracking with Cycle-consistent Siamese Networks | Aug 3, 2020 | ObjectObject Tracking | CodeCode Available | 1 |
| Weakly-Supervised Semantic Segmentation via Sub-category Exploration | Aug 3, 2020 | ClusteringObject | CodeCode Available | 1 |
| PhraseCut: Language-based Image Segmentation in the Wild | Aug 3, 2020 | AttributeDiversity | CodeCode Available | 1 |
| Weight Excitation: Built-in Attention Mechanisms in Convolutional Neural Networks | Aug 1, 2020 | 3D Action Recognition3D Classification | CodeCode Available | 1 |
| Regularized Loss for Weakly Supervised Single Class Semantic Segmentation | Aug 1, 2020 | ObjectSegmentation | CodeCode Available | 1 |
| Intra-class Feature Variation Distillation for Semantic Segmentation | Aug 1, 2020 | Knowledge DistillationSegmentation | CodeCode Available | 1 |
| Supervised Edge Attention Network for Accurate Image Instance Segmentation | Aug 1, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Weakly Supervised Semantic Segmentation with Boundary Exploration | Aug 1, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| URVOS: Unified Referring Video Object Segmentation Network with a Large-Scale Benchmark | Aug 1, 2020 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 |
| Content-Consistent Matching for Domain Adaptive Semantic Segmentation | Aug 1, 2020 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| Learning with Noisy Class Labels for Instance Segmentation | Aug 1, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| SemanticAdv: Generating Adversarial Examples via Attribute-conditioned Image Editing | Aug 1, 2020 | Adversarial AttackAttribute | CodeCode Available | 1 |
| ForkGAN: Seeing into the Rainy Night | Aug 1, 2020 | Image GenerationImage Segmentation | CodeCode Available | 1 |
