| Learning RGB-D Feature Embeddings for Unseen Object Instance Segmentation | Jul 30, 2020 | ClusteringInstance Segmentation | CodeCode Available | 1 |
| Linear Attention Mechanism: An Efficient Attention for Semantic Segmentation | Jul 29, 2020 | Semantic Segmentation | CodeCode Available | 1 |
| SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation | Jul 29, 2020 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Faster Mean-shift: GPU-accelerated clustering for cosine embedding-based cell segmentation and tracking | Jul 28, 2020 | Cell SegmentationCell Tracking | CodeCode Available | 1 |
| Detection and Segmentation of Custom Objects using High Distraction Photorealistic Synthetic Data | Jul 28, 2020 | Instance SegmentationObject Detection | CodeCode Available | 1 |
| Improving Lesion Segmentation for Diabetic Retinopathy using Adversarial Learning | Jul 27, 2020 | Generative Adversarial NetworkLesion Segmentation | CodeCode Available | 1 |
| Virtual Multi-view Fusion for 3D Semantic Segmentation | Jul 26, 2020 | 2D Semantic Segmentation3D Semantic Segmentation | CodeCode Available | 1 |
| MACU-Net for Semantic Segmentation of Fine-Resolution Remotely Sensed Images | Jul 26, 2020 | DecoderImage Segmentation | CodeCode Available | 1 |
| Commonality-Parsing Network across Shape and Appearance for Partially Supervised Instance Segmentation | Jul 24, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| KPRNet: Improving projection-based LiDAR semantic segmentation | Jul 24, 2020 | 3D Semantic SegmentationAutonomous Vehicles | CodeCode Available | 1 |
| The Devil is in Classification: A Simple Framework for Long-tail Object Detection and Instance Segmentation | Jul 23, 2020 | General ClassificationInstance Segmentation | CodeCode Available | 1 |
| Representation Sharing for Fast Object Detector Search and Beyond | Jul 23, 2020 | FADGPU | CodeCode Available | 1 |
| Funnel Activation for Visual Recognition | Jul 23, 2020 | Scene GenerationSemantic Segmentation | CodeCode Available | 1 |
| Deep Variational Instance Segmentation | Jul 22, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance Segmentation | Jul 21, 2020 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Balanced Meta-Softmax for Long-Tailed Visual Recognition | Jul 21, 2020 | General ClassificationInstance Segmentation | CodeCode Available | 1 |
| Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images | Jul 21, 2020 | 3D Semantic SegmentationImage Segmentation | CodeCode Available | 1 |
| Integrative Analysis for COVID-19 Patient Outcome Prediction | Jul 20, 2020 | Computed Tomography (CT)COVID-19 Diagnosis | CodeCode Available | 1 |
| Unsupervised Learning of Image Segmentation Based on Differentiable Feature Clustering | Jul 20, 2020 | ClusteringImage Segmentation | CodeCode Available | 1 |
| Learning Gaussian Instance Segmentation in Point Clouds | Jul 20, 2020 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Improving Semantic Segmentation via Decoupled Body and Edge Supervision | Jul 20, 2020 | ObjectSegmentation | CodeCode Available | 1 |
| Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation | Jul 20, 2020 | Cardiac SegmentationFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Universal Loss Reweighting to Balance Lesion Size Inequality in 3D Medical Image Segmentation | Jul 20, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Deep Learning Based Brain Tumor Segmentation: A Survey | Jul 18, 2020 | Brain Tumor SegmentationDeep Learning | CodeCode Available | 1 |
| Malleable 2.5D Convolution: Learning Receptive Fields along the Depth-axis for RGB-D Scene Parsing | Jul 18, 2020 | Scene ParsingSemantic Segmentation | CodeCode Available | 1 |
| Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation | Jul 17, 2020 | Object DetectionSegmentation | CodeCode Available | 1 |
| DACS: Domain Adaptation via Cross-domain Mixed Sampling | Jul 17, 2020 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation | Jul 17, 2020 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| Boundary-preserving Mask R-CNN | Jul 17, 2020 | Instance SegmentationObject | CodeCode Available | 1 |
| Unseen Object Instance Segmentation for Robotic Environments | Jul 16, 2020 | Instance SegmentationObject | CodeCode Available | 1 |
| Autoregressive Unsupervised Image Segmentation | Jul 16, 2020 | ClusteringImage Segmentation | CodeCode Available | 1 |
| Kernelized Memory Network for Video Object Segmentation | Jul 16, 2020 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| RepPoints V2: Verification Meets Regression for Object Detection | Jul 16, 2020 | Instance SegmentationObject | CodeCode Available | 1 |
| Interactive Video Object Segmentation Using Global and Local Transfer Modules | Jul 16, 2020 | DecoderInteractive Video Object Segmentation | CodeCode Available | 1 |
| ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised Learning | Jul 15, 2020 | Data AugmentationSegmentation | CodeCode Available | 1 |
| Video Object Segmentation with Episodic Graph Memory Networks | Jul 14, 2020 | ObjectSegmentation | CodeCode Available | 1 |
| Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance | Jul 14, 2020 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| JSENet: Joint Semantic Segmentation and Edge Detection Network for 3D Point Clouds | Jul 14, 2020 | 3D Semantic SegmentationEdge Detection | CodeCode Available | 1 |
| AI Playground: Unreal Engine-based Data Ablation Tool for Deep Learning | Jul 13, 2020 | Data AblationDepth Estimation | CodeCode Available | 1 |
| On uncertainty estimation in active learning for image segmentation | Jul 13, 2020 | Active LearningImage Segmentation | CodeCode Available | 1 |
| Part-aware Prototype Network for Few-shot Semantic Segmentation | Jul 13, 2020 | Few-Shot Semantic SegmentationGraph Neural Network | CodeCode Available | 1 |
| Learning Object Depth from Camera Motion and Video Object Segmentation | Jul 11, 2020 | ObjectSegmentation | CodeCode Available | 1 |
| ISINet: An Instance-Based Approach for Surgical Instrument Segmentation | Jul 10, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Semi-supervised Task-driven Data Augmentation for Medical Image Segmentation | Jul 9, 2020 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| A Multi-Level Approach to Waste Object Segmentation | Jul 8, 2020 | ObjectSegmentation | CodeCode Available | 1 |
| Superpixel Segmentation using Dynamic and Iterative Spanning Forest | Jul 8, 2020 | ARCImage Segmentation | CodeCode Available | 1 |
| Spatial Semantic Embedding Network: Fast 3D Instance Segmentation with Deep Metric Learning | Jul 7, 2020 | 3D Instance Segmentation3D Reconstruction | CodeCode Available | 1 |
| Scribble-based Domain Adaptation via Co-segmentation | Jul 7, 2020 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| SofGAN: A Portrait Image Generator with Dynamic Styling | Jul 7, 2020 | 2D Semantic Segmentation3D geometry | CodeCode Available | 1 |
| Real-time Semantic Segmentation with Fast Attention | Jul 7, 2020 | GPUReal-Time Semantic Segmentation | CodeCode Available | 1 |
