| 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 |
| 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 |
| PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation | Apr 3, 2020 | 3D Instance SegmentationClustering | 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 |
| Superpixel Segmentation with Fully Convolutional Networks | Mar 29, 2020 | Disparity EstimationSegmentation | 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 |
| 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 |
| 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 |
| Illumination-based Transformations Improve Skin Lesion Segmentation in Dermoscopic Images | Mar 23, 2020 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| EPSNet: Efficient Panoptic Segmentation Network with Cross-layer Attention Fusion | Mar 23, 2020 | GPUInstance Segmentation | CodeCode Available | 1 |
| Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation | Mar 20, 2020 | Brain Tumor SegmentationDeep Learning | 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 |
| Vox2Vox: 3D-GAN for Brain Tumour Segmentation | Mar 19, 2020 | Generative Adversarial NetworkPrognosis | 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 |
