| A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and Benchmark | Feb 28, 2022 | Image SegmentationInductive Bias | CodeCode Available | 2 |
| FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving | Feb 28, 2022 | Autonomous DrivingDomain Generalization | CodeCode Available | 1 |
| Learning Semantic Segmentation from Multiple Datasets with Label Shifts | Feb 28, 2022 | DiversitySemantic Segmentation | —Unverified | 0 |
| ConvNeXt-backbone HoVerNet for nuclei segmentation and classification | Feb 28, 2022 | ClassificationSemantic Segmentation | CodeCode Available | 0 |
| DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN Training | Feb 28, 2022 | GPUInstance Segmentation | CodeCode Available | 1 |
| Towards A Device-Independent Deep Learning Approach for the Automated Segmentation of Sonographic Fetal Brain Structures: A Multi-Center and Multi-Device Validation | Feb 28, 2022 | AnatomyData Augmentation | —Unverified | 0 |
| Meta-RangeSeg: LiDAR Sequence Semantic Segmentation Using Multiple Feature Aggregation | Feb 27, 2022 | 3D Semantic SegmentationAutonomous Vehicles | CodeCode Available | 1 |
| Point Label Aware Superpixels for Multi-species Segmentation of Underwater Imagery | Feb 27, 2022 | SegmentationSemantic Segmentation | —Unverified | 0 |
| TransKD: Transformer Knowledge Distillation for Efficient Semantic Segmentation | Feb 27, 2022 | Autonomous DrivingKnowledge Distillation | CodeCode Available | 1 |
| Topology-Preserving Segmentation Network: A Deep Learning Segmentation Framework for Connected Component | Feb 27, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Application of DatasetGAN in medical imaging: preliminary studies | Feb 27, 2022 | Image SegmentationSegmentation | —Unverified | 0 |
| DGSS : Domain Generalized Semantic Segmentation using Iterative Style Mining and Latent Representation Alignment | Feb 26, 2022 | Domain GeneralizationSegmentation | —Unverified | 0 |
| Confidence Calibration for Object Detection and Segmentation | Feb 25, 2022 | Autonomous DrivingInstance Segmentation | —Unverified | 0 |
| Local Intensity Order Transformation for Robust Curvilinear Object Segmentation | Feb 25, 2022 | Crack SegmentationObject | CodeCode Available | 1 |
| ciscNet -- A Single-Branch Cell Instance Segmentation and Classification Network | Feb 25, 2022 | ClassificationDecision Making | —Unverified | 0 |
| Active Learning for Point Cloud Semantic Segmentation via Spatial-Structural Diversity Reasoning | Feb 25, 2022 | Active LearningDiversity | —Unverified | 0 |
| TeachAugment: Data Augmentation Optimization Using Teacher Knowledge | Feb 25, 2022 | Data Augmentationimage-classification | CodeCode Available | 1 |
| Weakly Supervised Instance Segmentation using Motion Information via Optical Flow | Feb 25, 2022 | Instance SegmentationOptical Flow Estimation | —Unverified | 0 |
| RescueNet: A High Resolution UAV Semantic Segmentation Benchmark Dataset for Natural Disaster Damage Assessment | Feb 24, 2022 | Scene UnderstandingSegmentation | CodeCode Available | 1 |
| Efficient Video Segmentation Models with Per-frame Inference | Feb 24, 2022 | Image MattingInstance Segmentation | —Unverified | 0 |
| FreeSOLO: Learning to Segment Objects without Annotations | Feb 24, 2022 | Instance Segmentationobject-detection | CodeCode Available | 2 |
| Fully Self-Supervised Learning for Semantic Segmentation | Feb 24, 2022 | ClusteringSegmentation | —Unverified | 0 |
| Data variation-aware medical image segmentation | Feb 24, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Factorizer: A Scalable Interpretable Approach to Context Modeling for Medical Image Segmentation | Feb 24, 2022 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| SLRNet: Semi-Supervised Semantic Segmentation Via Label Reuse for Human Decomposition Images | Feb 24, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
