| Source-Free Domain Adaptation for Image Segmentation | Aug 6, 2021 | Cardiac SegmentationDomain Adaptation | CodeCode Available | 1 |
| Learning Meta-class Memory for Few-Shot Semantic Segmentation | Aug 6, 2021 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Dynamic Semantic Occupancy Mapping using 3D Scene Flow and Closed-Form Bayesian Inference | Aug 6, 2021 | Bayesian InferenceForm | CodeCode Available | 1 |
| Hierarchical Aggregation for 3D Instance Segmentation | Aug 5, 2021 | 3D Instance SegmentationClustering | CodeCode Available | 1 |
| Unifying Nonlocal Blocks for Neural Networks | Aug 5, 2021 | Action Recognitionimage-classification | CodeCode Available | 1 |
| Improving Aleatoric Uncertainty Quantification in Multi-Annotated Medical Image Segmentation with Normalizing Flows | Aug 4, 2021 | Decision MakingImage Segmentation | CodeCode Available | 1 |
| Triggering Failures: Out-Of-Distribution detection by learning from local adversarial attacks in Semantic Segmentation | Aug 3, 2021 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| Region-wise Loss for Biomedical Image Segmentation | Aug 3, 2021 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Robust Semantic Segmentation with Superpixel-Mix | Aug 2, 2021 | Data AugmentationSegmentation | CodeCode Available | 1 |
| Hierarchical Representations and Explicit Memory: Learning Effective Navigation Policies on 3D Scene Graphs using Graph Neural Networks | Aug 2, 2021 | 2D Semantic SegmentationGraph Neural Network | CodeCode Available | 1 |
| Recurrent Mask Refinement for Few-Shot Medical Image Segmentation | Aug 2, 2021 | Few-Shot LearningImage Segmentation | CodeCode Available | 1 |
| Multispectral Vineyard Segmentation: A Deep Learning approach | Aug 2, 2021 | Deep LearningSegmentation | CodeCode Available | 1 |
| CSC-Unet: A Novel Convolutional Sparse Coding Strategy Based Neural Network for Semantic Segmentation | Aug 1, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention | Jul 31, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Dynamic Neural Representational Decoders for High-Resolution Semantic Segmentation | Jul 30, 2021 | DecoderSegmentation | CodeCode Available | 1 |
| DPT: Deformable Patch-based Transformer for Visual Recognition | Jul 30, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Sparse-to-dense Feature Matching: Intra and Inter domain Cross-modal Learning in Domain Adaptation for 3D Semantic Segmentation | Jul 30, 2021 | 3D Semantic SegmentationDomain Adaptation | CodeCode Available | 1 |
| Semi-Supervised Active Learning with Temporal Output Discrepancy | Jul 29, 2021 | Active Learningimage-classification | CodeCode Available | 1 |
| VMNet: Voxel-Mesh Network for Geodesic-Aware 3D Semantic Segmentation | Jul 29, 2021 | 3D Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels | Jul 29, 2021 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| ADeLA: Automatic Dense Labeling with Attention for Viewpoint Adaptation in Semantic Segmentation | Jul 29, 2021 | Domain AdaptationHallucination | CodeCode Available | 1 |
| Global Aggregation then Local Distribution for Scene Parsing | Jul 28, 2021 | Scene ParsingSegmentation | CodeCode Available | 1 |
| Improving Video Instance Segmentation via Temporal Pyramid Routing | Jul 28, 2021 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| FactSeg: Foreground Activation Driven Small Object Semantic Segmentation in Large-Scale Remote Sensing Imagery | Jul 27, 2021 | DecoderObject | CodeCode Available | 1 |
| Self-Supervised Video Object Segmentation by Motion-Aware Mask Propagation | Jul 27, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
