| Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement Modeling | Jun 19, 2021 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| Polygonal Building Extraction by Frame Field Learning | Jun 19, 2021 | Image SegmentationMulti-Task Learning | CodeCode Available | 1 |
| CGA-Net: Category Guided Aggregation for Point Cloud Semantic Segmentation | Jun 19, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Embedded Discriminative Attention Mechanism for Weakly Supervised Semantic Segmentation | Jun 19, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Reciprocal Transformations for Unsupervised Video Object Segmentation | Jun 19, 2021 | ObjectOptical Flow Estimation | CodeCode Available | 1 |
| Medical Matting: A New Perspective on Medical Segmentation with Uncertainty | Jun 18, 2021 | Image MattingImage Segmentation | CodeCode Available | 1 |
| How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers | Jun 18, 2021 | Data Augmentationimage-classification | CodeCode Available | 1 |
| Positional Contrastive Learning for Volumetric Medical Image Segmentation | Jun 16, 2021 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| End-to-End Semi-Supervised Object Detection with Soft Teacher | Jun 16, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Self-Supervised Learning with Kernel Dependence Maximization | Jun 15, 2021 | Depth EstimationLinear evaluation | CodeCode Available | 1 |
| Wavelength-based Attributed Deep Neural Network for Underwater Image Restoration | Jun 15, 2021 | 2D Pose EstimationImage Restoration | CodeCode Available | 1 |
| Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological Images | Jun 14, 2021 | Instance SegmentationObject | CodeCode Available | 1 |
| DS-TransUNet:Dual Swin Transformer U-Net for Medical Image Segmentation | Jun 12, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| HR-NAS: Searching Efficient High-Resolution Neural Architectures with Lightweight Transformers | Jun 11, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| The Medical Segmentation Decathlon | Jun 10, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation | Jun 9, 2021 | Semantic SegmentationSemi-Supervised Video Object Segmentation | CodeCode Available | 1 |
| Salient Object Ranking with Position-Preserved Attention | Jun 9, 2021 | Image CroppingInstance Segmentation | CodeCode Available | 1 |
| ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation | Jun 9, 2021 | Semantic SegmentationSemi-Supervised Semantic Segmentation | CodeCode Available | 1 |
| On the Connection between Local Attention and Dynamic Depth-wise Convolution | Jun 8, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| Affinity Attention Graph Neural Network for Weakly Supervised Semantic Segmentation | Jun 8, 2021 | Box-supervised Instance SegmentationGraph Neural Network | CodeCode Available | 1 |
| Document-level Relation Extraction as Semantic Segmentation | Jun 7, 2021 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| Shuffle Transformer: Rethinking Spatial Shuffle for Vision Transformer | Jun 7, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Source-Free Open Compound Domain Adaptation in Semantic Segmentation | Jun 7, 2021 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| Vision Transformers with Hierarchical Attention | Jun 6, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Combinatorial Optimization for Panoptic Segmentation: A Fully Differentiable Approach | Jun 6, 2021 | Combinatorial OptimizationInstance Segmentation | CodeCode Available | 1 |
