| Objectness-Aware Few-Shot Semantic Segmentation | Apr 6, 2020 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| EfficientPS: Efficient Panoptic Segmentation | Apr 5, 2020 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation | Apr 3, 2020 | 3D Instance SegmentationClustering | CodeCode Available | 1 |
| Context Prior for Scene Segmentation | Apr 3, 2020 | Scene SegmentationScene Understanding | CodeCode Available | 1 |
| Temporally Distributed Networks for Fast Video Semantic Segmentation | Apr 3, 2020 | Knowledge DistillationReal-Time Semantic Segmentation | CodeCode Available | 1 |
| SqueezeSegV3: Spatially-Adaptive Convolution for Efficient Point-Cloud Segmentation | Apr 3, 2020 | 3D Semantic SegmentationPoint Cloud Segmentation | CodeCode Available | 1 |
| Semantic Segmentation of Underwater Imagery: Dataset and Benchmark | Apr 2, 2020 | Computational EfficiencyDecoder | CodeCode Available | 1 |
| The Edge of Depth: Explicit Constraints between Segmentation and Depth | Apr 1, 2020 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation | Mar 31, 2020 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| Segmenting Transparent Objects in the Wild | Mar 31, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions | Mar 30, 2020 | General ClassificationRepresentation Learning | 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 |
| Superpixel Segmentation with Fully Convolutional Networks | Mar 29, 2020 | Disparity EstimationSegmentation | CodeCode Available | 1 |
| Refined Plane Segmentation for Cuboid-Shaped Objects by Leveraging Edge Detection | Mar 28, 2020 | Edge Detectionobject-detection | CodeCode Available | 1 |
| Generalizable Model-agnostic Semantic Segmentation via Target-specific Normalization | Mar 27, 2020 | Domain GeneralizationSegmentation | CodeCode Available | 1 |
| Learning What to Learn for Video Object Segmentation | Mar 25, 2020 | Few-Shot LearningObject | CodeCode Available | 1 |
| Illumination-based Transformations Improve Skin Lesion Segmentation in Dermoscopic Images | Mar 23, 2020 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| Learning Dynamic Routing for Semantic Segmentation | Mar 23, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Multi-Plateau Ensemble for Endoscopic Artefact Segmentation and Detection | Mar 23, 2020 | object-detectionObject Detection | CodeCode Available | 1 |
| EPSNet: Efficient Panoptic Segmentation Network with Cross-layer Attention Fusion | Mar 23, 2020 | GPUInstance Segmentation | CodeCode Available | 1 |
| U-Det: A Modified U-Net architecture with bidirectional feature network for lung nodule segmentation | Mar 20, 2020 | Computed Tomography (CT)Decoder | CodeCode Available | 1 |
| Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation | Mar 20, 2020 | Brain Tumor SegmentationDeep Learning | CodeCode Available | 1 |
| Vox2Vox: 3D-GAN for Brain Tumour Segmentation | Mar 19, 2020 | Generative Adversarial NetworkPrognosis | 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 |
| Collaborative Video Object Segmentation by Foreground-Background Integration | Mar 18, 2020 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 |
| Synthesize then Compare: Detecting Failures and Anomalies for Semantic Segmentation | Mar 18, 2020 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| An End-to-end Framework For Low-Resolution Remote Sensing Semantic Segmentation | Mar 17, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| 1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation | Mar 17, 2020 | General ClassificationInstance Segmentation | CodeCode Available | 1 |
| clDice -- A Novel Topology-Preserving Loss Function for Tubular Structure Segmentation | Mar 16, 2020 | Graph SimilaritySegmentation | CodeCode Available | 1 |
| TACO: Trash Annotations in Context for Litter Detection | Mar 16, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Dynamic Divide-and-Conquer Adversarial Training for Robust Semantic Segmentation | Mar 14, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Learning to Segment 3D Point Clouds in 2D Image Space | Mar 12, 2020 | 3D Part Segmentationgraph construction | 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 |
| Lung Infection Quantification of COVID-19 in CT Images with Deep Learning | Mar 10, 2020 | COVID-19 Image SegmentationSegmentation | CodeCode Available | 1 |
| Multi-level Context Gating of Embedded Collective Knowledge for Medical Image Segmentation | Mar 10, 2020 | AnatomyImage Segmentation | 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 |
| Motion-Attentive Transition for Zero-Shot Video Object Segmentation | Mar 9, 2020 | DecoderObject | CodeCode Available | 1 |
| FusionLane: Multi-Sensor Fusion for Lane Marking Semantic Segmentation Using Deep Neural Networks | Mar 9, 2020 | PositionSegmentation | 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 |
| On the Texture Bias for Few-Shot CNN Segmentation | Mar 9, 2020 | Few-Shot LearningFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation | Mar 8, 2020 | Domain AdaptationPrediction | CodeCode Available | 1 |
| Morfessor EM+Prune: Improved Subword Segmentation with Expectation Maximization and Pruning | Mar 6, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| A Learning Strategy for Contrast-agnostic MRI Segmentation | Mar 4, 2020 | Brain SegmentationMRI segmentation | CodeCode Available | 1 |
| Learning Texture Invariant Representation for Domain Adaptation of Semantic Segmentation | Mar 2, 2020 | DiversityDomain Adaptation | CodeCode Available | 1 |
| IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning | Mar 2, 2020 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| SketchGNN: Semantic Sketch Segmentation with Graph Neural Networks | Mar 2, 2020 | Graph Neural NetworkSegmentation | CodeCode Available | 1 |
