| Semi-supervised Left Atrium Segmentation with Mutual Consistency Training | Mar 4, 2021 | Image SegmentationLeft Atrium Segmentation | CodeCode Available | 1 |
| CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation | Mar 4, 2021 | Image SegmentationInductive Bias | CodeCode Available | 1 |
| Learning Whole-Slide Segmentation from Inexact and Incomplete Labels using Tissue Graphs | Mar 4, 2021 | Node ClassificationSegmentation | CodeCode Available | 1 |
| Cross-View Regularization for Domain Adaptive Panoptic Segmentation | Mar 3, 2021 | Domain AdaptationInstance Segmentation | CodeCode Available | 1 |
| Panoramic Panoptic Segmentation: Towards Complete Surrounding Understanding via Unsupervised Contrastive Learning | Mar 1, 2021 | Contrastive LearningPanoptic Segmentation | CodeCode Available | 1 |
| FPS-Net: A Convolutional Fusion Network for Large-Scale LiDAR Point Cloud Segmentation | Mar 1, 2021 | 3D Semantic SegmentationDecoder | CodeCode Available | 1 |
| SUM: A Benchmark Dataset of Semantic Urban Meshes | Feb 27, 2021 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Exposing Semantic Segmentation Failures via Maximum Discrepancy Competition | Feb 27, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| MixSearch: Searching for Domain Generalized Medical Image Segmentation Architectures | Feb 26, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation | Feb 25, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Image Augmentation for Multitask Few-Shot Learning: Agricultural Domain Use-Case | Feb 24, 2021 | DenoisingFew-Shot Learning | CodeCode Available | 1 |
| Augmenting Part-of-speech Tagging with Syntactic Information for Vietnamese and Chinese | Feb 24, 2021 | Part-Of-Speech TaggingSegmentation | CodeCode Available | 1 |
| 4D Panoptic LiDAR Segmentation | Feb 24, 2021 | 4D Panoptic SegmentationBenchmarking | CodeCode Available | 1 |
| Adversarial Shape Learning for Building Extraction in VHR Remote Sensing Images | Feb 22, 2021 | Segmentation | CodeCode Available | 1 |
| Medical Transformer: Gated Axial-Attention for Medical Image Segmentation | Feb 21, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray Segmentation | Feb 21, 2021 | Image SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Analyzing Overfitting under Class Imbalance in Neural Networks for Image Segmentation | Feb 20, 2021 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| Squeeze-and-Excitation Normalization for Automated Delineation of Head and Neck Primary Tumors in Combined PET and CT Images | Feb 20, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Artificially Synthesising Data for Audio Classification and Segmentation to Improve Speech and Music Detection in Radio Broadcast | Feb 19, 2021 | Audio ClassificationSegmentation | CodeCode Available | 1 |
| Harmonic Feature Activation for Few-Shot Semantic Segmentation | Feb 17, 2021 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Temporal Memory Attention for Video Semantic Segmentation | Feb 17, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation | Feb 16, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| A2-FPN for Semantic Segmentation of Fine-Resolution Remotely Sensed Images | Feb 16, 2021 | Decision MakingScene Understanding | CodeCode Available | 1 |
| A Deep-Learning Approach For Direct Whole-Heart Mesh Reconstruction | Feb 16, 2021 | Deep LearningSegmentation | CodeCode Available | 1 |
| CPP-Net: Context-aware Polygon Proposal Network for Nucleus Segmentation | Feb 13, 2021 | Segmentation | CodeCode Available | 1 |
