| PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation | Mar 31, 2020 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| TapLab: A Fast Framework for Semantic Video Segmentation Tapping into Compressed-Domain Knowledge | Mar 30, 2020 | GPUImage Segmentation | CodeCode Available | 1 |
| Strip Pooling: Rethinking Spatial Pooling for Scene Parsing | Mar 30, 2020 | Scene ParsingSemantic Segmentation | CodeCode Available | 1 |
| Multi-Path Region Mining For Weakly Supervised 3D Semantic Segmentation on Point Clouds | Mar 29, 2020 | 3D Semantic SegmentationPoint Cloud Segmentation | CodeCode Available | 1 |
| Generalizable Model-agnostic Semantic Segmentation via Target-specific Normalization | Mar 27, 2020 | Domain GeneralizationSegmentation | CodeCode Available | 1 |
| Using deep convolutional neural networks for neonatal brain image segmentation | Mar 26, 2020 | Brain Image SegmentationImage Segmentation | CodeCode Available | 1 |
| Learning What to Learn for Video Object Segmentation | Mar 25, 2020 | Few-Shot LearningObject | CodeCode Available | 1 |
| What Deep CNNs Benefit from Global Covariance Pooling: An Optimization Perspective | Mar 25, 2020 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Gen-LaneNet: A Generalized and Scalable Approach for 3D Lane Detection | Mar 24, 2020 | 3D Lane DetectionImage Segmentation | CodeCode Available | 1 |
| Scalable learning for bridging the species gap in image-based plant phenotyping | Mar 24, 2020 | Instance SegmentationPlant Phenotyping | CodeCode Available | 1 |
| Learning Dynamic Routing for Semantic Segmentation | Mar 23, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| EPSNet: Efficient Panoptic Segmentation Network with Cross-layer Attention Fusion | Mar 23, 2020 | GPUInstance Segmentation | CodeCode Available | 1 |
| Multi-Plateau Ensemble for Endoscopic Artefact Segmentation and Detection | Mar 23, 2020 | object-detectionObject Detection | CodeCode Available | 1 |
| Illumination-based Transformations Improve Skin Lesion Segmentation in Dermoscopic Images | Mar 23, 2020 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| Who2com: Collaborative Perception via Learnable Handshake Communication | Mar 21, 2020 | Multi-agent Reinforcement LearningReinforcement Learning | CodeCode Available | 1 |
| DIDFuse: Deep Image Decomposition for Infrared and Visible Image Fusion | Mar 20, 2020 | DecoderInfrared And Visible Image Fusion | CodeCode Available | 1 |
| CentripetalNet: Pursuing High-quality Keypoint Pairs for Object Detection | Mar 20, 2020 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Semi-Supervised Semantic Segmentation with Cross-Consistency Training | Mar 19, 2020 | DecoderSemantic Segmentation | CodeCode Available | 1 |
| Vox2Vox: 3D-GAN for Brain Tumour Segmentation | Mar 19, 2020 | Generative Adversarial NetworkPrognosis | CodeCode Available | 1 |
| Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation | Mar 18, 2020 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| Synthesize then Compare: Detecting Failures and Anomalies for Semantic Segmentation | Mar 18, 2020 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| Collaborative Video Object Segmentation by Foreground-Background Integration | Mar 18, 2020 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 |
| Toronto-3D: A Large-scale Mobile LiDAR Dataset for Semantic Segmentation of Urban Roadways | Mar 18, 2020 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos | Mar 18, 2020 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| 1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation | Mar 17, 2020 | General ClassificationInstance Segmentation | CodeCode Available | 1 |
| An End-to-end Framework For Low-Resolution Remote Sensing Semantic Segmentation | Mar 17, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| TACO: Trash Annotations in Context for Litter Detection | Mar 16, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Scene Completeness-Aware Lidar Depth Completion for Driving Scenario | Mar 15, 2020 | Depth CompletionRGBD Semantic Segmentation | CodeCode Available | 1 |
| Dynamic Divide-and-Conquer Adversarial Training for Robust Semantic Segmentation | Mar 14, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Belief Propagation Reloaded: Learning BP-Layers for Labeling Problems | Mar 13, 2020 | Optical Flow EstimationSemantic Segmentation | CodeCode Available | 1 |
| Extending Maps with Semantic and Contextual Object Information for Robot Navigation: a Learning-Based Framework using Visual and Depth Cues | Mar 13, 2020 | ObjectRobot Navigation | CodeCode Available | 1 |
| Towards Photo-Realistic Virtual Try-On by Adaptively GeneratingPreserving Image Content | Mar 12, 2020 | Layout GenerationSemantic Segmentation | CodeCode Available | 1 |
| Livelayer: A Semi-Automatic Software Program for Segmentation of Layers and Diabetic Macular Edema in Optical Coherence Tomography Images | Mar 12, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Conditional Convolutions for Instance Segmentation | Mar 12, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Bi-Directional Attention for Joint Instance and Semantic Segmentation in Point Clouds | Mar 11, 2020 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 |
| Cars Can't Fly up in the Sky: Improving Urban-Scene Segmentation via Height-driven Attention Networks | Mar 11, 2020 | Scene SegmentationSegmentation | CodeCode Available | 1 |
| LC-GAN: Image-to-image Translation Based on Generative Adversarial Network for Endoscopic Images | Mar 10, 2020 | Generative Adversarial NetworkImage Segmentation | CodeCode Available | 1 |
| Learning Video Object Segmentation from Unlabeled Videos | Mar 10, 2020 | ObjectRepresentation Learning | CodeCode Available | 1 |
| Multi-level Context Gating of Embedded Collective Knowledge for Medical Image Segmentation | Mar 10, 2020 | AnatomyImage Segmentation | CodeCode Available | 1 |
| On the Texture Bias for Few-Shot CNN Segmentation | Mar 9, 2020 | Few-Shot LearningFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Dense Dilated Convolutions Merging Network for Land Cover Classification | Mar 9, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Motion-Attentive Transition for Zero-Shot Video Object Segmentation | Mar 9, 2020 | DecoderObject | CodeCode Available | 1 |
| Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts? | Mar 9, 2020 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| FusionLane: Multi-Sensor Fusion for Lane Marking Semantic Segmentation Using Deep Neural Networks | Mar 9, 2020 | PositionSegmentation | CodeCode Available | 1 |
| Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation | Mar 8, 2020 | Domain AdaptationPrediction | CodeCode Available | 1 |
| SalsaNext: Fast, Uncertainty-aware Semantic Segmentation of LiDAR Point Clouds for Autonomous Driving | Mar 7, 2020 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| A Learning Strategy for Contrast-agnostic MRI Segmentation | Mar 4, 2020 | Brain SegmentationMRI segmentation | CodeCode Available | 1 |
| SketchGNN: Semantic Sketch Segmentation with Graph Neural Networks | Mar 2, 2020 | Graph Neural NetworkSegmentation | CodeCode Available | 1 |
| Learning Texture Invariant Representation for Domain Adaptation of Semantic Segmentation | Mar 2, 2020 | DiversityDomain Adaptation | CodeCode Available | 1 |
| PointASNL: Robust Point Clouds Processing using Nonlocal Neural Networks with Adaptive Sampling | Mar 1, 2020 | 3D Point Cloud ClassificationSemantic Segmentation | CodeCode Available | 1 |
