| Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis | Nov 29, 2021 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 |
| Mask Transfiner for High-Quality Instance Segmentation | Nov 26, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation | Nov 26, 2021 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 |
| Efficient Self-Ensemble for Semantic Segmentation | Nov 26, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Modeling Annotator Preference and Stochastic Annotation Error for Medical Image Segmentation | Nov 26, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| AGCN: Adversarial Graph Convolutional Network for 3D Point Cloud Segmentation | Nov 25, 2021 | 3D Part SegmentationPoint Cloud Segmentation | CodeCode Available | 1 |
| Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation | Nov 25, 2021 | Active LearningPrediction | CodeCode Available | 1 |
| Causality-inspired Single-source Domain Generalization for Medical Image Segmentation | Nov 24, 2021 | Data AugmentationDomain Generalization | CodeCode Available | 1 |
| SPCL: A New Framework for Domain Adaptive Semantic Segmentation via Semantic Prototype-based Contrastive Learning | Nov 24, 2021 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 |
| Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes | Nov 24, 2021 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| Source-free unsupervised domain adaptation for cross-modality abdominal multi-organ segmentation | Nov 24, 2021 | Domain AdaptationOrgan Segmentation | CodeCode Available | 1 |
| Depth-aware Object Segmentation and Grasp Detection for Robotic Picking Tasks | Nov 22, 2021 | Instance SegmentationObject | CodeCode Available | 1 |
| Monocular Arbitrary Moving Object Discovery and Segmentation | Nov 22, 2021 | Motion SegmentationObject | CodeCode Available | 1 |
| Improving Semantic Image Segmentation via Label Fusion in Semantically Textured Meshes | Nov 22, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| ATLANTIS: A Benchmark for Semantic Segmentation of Waterbody Images | Nov 22, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| One-shot Weakly-Supervised Segmentation in Medical Images | Nov 21, 2021 | DenoisingImage Segmentation | CodeCode Available | 1 |
| GMSRF-Net: An improved generalizability with global multi-scale residual fusion network for polyp segmentation | Nov 20, 2021 | Decoderfeature selection | CodeCode Available | 1 |
| FAMINet: Learning Real-time Semi-supervised Video Object Segmentation with Steepest Optimized Optical Flow | Nov 20, 2021 | Optical Flow EstimationSegmentation | CodeCode Available | 1 |
| Bi-Mix: Bidirectional Mixing for Domain Adaptive Nighttime Semantic Segmentation | Nov 19, 2021 | Autonomous DrivingImage Relighting | CodeCode Available | 1 |
| ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation | Nov 19, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Panoptic Segmentation: A Review | Nov 19, 2021 | Autonomous DrivingCrowd Counting | CodeCode Available | 1 |
| SAPNet: Segmentation-Aware Progressive Network for Perceptual Contrastive Deraining | Nov 17, 2021 | Contrastive LearningImage Restoration | CodeCode Available | 1 |
| Code-free development and deployment of deep segmentation models for digital pathology | Nov 16, 2021 | Active LearningDiagnostic | CodeCode Available | 1 |
| D2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos | Nov 15, 2021 | Multi-Object Tracking and SegmentationSegmentation | CodeCode Available | 1 |
| D^2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos | Nov 15, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
