| 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 |
