| Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene Contexts | Dec 16, 2020 | 3D Semantic SegmentationInstance Segmentation | CodeCode Available | 1 |
| Evaluation of deep learning-based myocardial infarction quantification using Segment CMR software | Dec 16, 2020 | Deep LearningSegmentation | —Unverified | 0 |
| Point Transformer | Dec 16, 2020 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| S3CNet: A Sparse Semantic Scene Completion Network for LiDAR Point Clouds | Dec 16, 2020 | 3D Semantic Scene CompletionSegmentation | —Unverified | 0 |
| Towards Recognizing New Semantic Concepts in New Visual Domains | Dec 16, 2020 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| Spatial Context-Aware Self-Attention Model For Multi-Organ Segmentation | Dec 16, 2020 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Unsupervised Image Segmentation using Mutual Mean-Teaching | Dec 16, 2020 | Image SegmentationSegmentation | —Unverified | 0 |
| REFINE: Prediction Fusion Network for Panoptic Segmentation | Dec 15, 2020 | Instance SegmentationPanoptic Segmentation | —Unverified | 0 |
| mDALU: Multi-Source Domain Adaptation and Label Unification with Partial Datasets | Dec 15, 2020 | 3D Semantic SegmentationDomain Adaptation | —Unverified | 0 |
| Semantic-Guided Representation Enhancement for Self-supervised Monocular Trained Depth Estimation | Dec 15, 2020 | Depth EstimationSemantic Segmentation | —Unverified | 0 |
| Teach me to segment with mixed supervision: Confident students become masters | Dec 15, 2020 | Semantic Segmentation | CodeCode Available | 1 |
| CosSGD: Communication-Efficient Federated Learning with a Simple Cosine-Based Quantization | Dec 15, 2020 | Federated Learningimage-classification | —Unverified | 0 |
| Fine-Grained Vehicle Perception via 3D Part-Guided Visual Data Augmentation | Dec 15, 2020 | Autonomous DrivingData Augmentation | CodeCode Available | 1 |
| Cluster, Split, Fuse, and Update: Meta-Learning for Open Compound Domain Adaptive Semantic Segmentation | Dec 15, 2020 | Domain AdaptationMeta-Learning | —Unverified | 0 |
| Cross-Domain Grouping and Alignment for Domain Adaptive Semantic Segmentation | Dec 15, 2020 | ClusteringDomain Adaptation | CodeCode Available | 0 |
| Image Inpainting Guided by Coherence Priors of Semantics and Textures | Dec 15, 2020 | Image InpaintingSemantic Segmentation | —Unverified | 0 |
| FINED: Fast Inference Network for Edge Detection | Dec 15, 2020 | Deep LearningEdge Detection | CodeCode Available | 1 |
| DeepGamble: Towards unlocking real-time player intelligence using multi-layer instance segmentation and attribute detection | Dec 14, 2020 | AttributeInstance Segmentation | —Unverified | 0 |
| Learning Collision-Free Space Detection from Stereo Images: Homography Matrix Brings Better Data Augmentation | Dec 14, 2020 | Data AugmentationSemantic Segmentation | —Unverified | 0 |
| Improving Video Instance Segmentation by Light-weight Temporal Uncertainty Estimates | Dec 14, 2020 | Instance Segmentationobject-detection | CodeCode Available | 0 |
| OCTA-500: A Retinal Dataset for Optical Coherence Tomography Angiography Study | Dec 14, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Information-Theoretic Segmentation by Inpainting Error Maximization | Dec 14, 2020 | Image SegmentationSegmentation | CodeCode Available | 0 |
| D-LEMA: Deep Learning Ensembles from Multiple Annotations -- Application to Skin Lesion Segmentation | Dec 14, 2020 | Image SegmentationLesion Segmentation | —Unverified | 0 |
| Scaling Semantic Segmentation Beyond 1K Classes on a Single GPU | Dec 14, 2020 | GPUimage-classification | CodeCode Available | 1 |
| Pyramid-Focus-Augmentation: Medical Image Segmentation with Step-Wise Focus | Dec 14, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
