| UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation Pipeline | Dec 20, 2022 | 3D Semantic SegmentationDomain Adaptation | CodeCode Available | 1 |
| Which Pixel to Annotate: a Label-Efficient Nuclei Segmentation Framework | Dec 20, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Segmentation Ability Map: Interpret deep features for medical image segmentation | Dec 19, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Context Label Learning: Improving Background Class Representations in Semantic Segmentation | Dec 16, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| EM-Paste: EM-guided Cut-Paste with DALL-E Augmentation for Image-level Weakly Supervised Instance Segmentation | Dec 15, 2022 | Instance SegmentationObject | CodeCode Available | 1 |
| Two-stage Contextual Transformer-based Convolutional Neural Network for Airway Extraction from CT Images | Dec 15, 2022 | Computed Tomography (CT)Decoder | CodeCode Available | 1 |
| DA Wand: Distortion-Aware Selection using Neural Mesh Parameterization | Dec 13, 2022 | Segmentation | CodeCode Available | 1 |
| GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation | Dec 13, 2022 | Decoderimage-classification | CodeCode Available | 1 |
| DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering | Dec 12, 2022 | ClusteringGraph Neural Network | CodeCode Available | 1 |
| YoloCurvSeg: You Only Label One Noisy Skeleton for Vessel-style Curvilinear Structure Segmentation | Dec 11, 2022 | Contrastive LearningImage Generation | CodeCode Available | 1 |
| Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive Learning | Dec 9, 2022 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| EPCL: Frozen CLIP Transformer is An Efficient Point Cloud Encoder | Dec 8, 2022 | Few-Shot LearningSegmentation | CodeCode Available | 1 |
| Latent Graph Representations for Critical View of Safety Assessment | Dec 8, 2022 | AnatomyGraph Neural Network | CodeCode Available | 1 |
| BoxPolyp:Boost Generalized Polyp Segmentation Using Extra Coarse Bounding Box Annotations | Dec 7, 2022 | Segmentation | CodeCode Available | 1 |
| X-Paste: Revisiting Scalable Copy-Paste for Instance Segmentation using CLIP and StableDiffusion | Dec 7, 2022 | Data AugmentationInstance Segmentation | CodeCode Available | 1 |
| MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy | Dec 7, 2022 | Cell SegmentationElectron Microscopy Image Segmentation | CodeCode Available | 1 |
| LWSIS: LiDAR-guided Weakly Supervised Instance Segmentation for Autonomous Driving | Dec 7, 2022 | Autonomous DrivingInstance Segmentation | CodeCode Available | 1 |
| Iterative Next Boundary Detection for Instance Segmentation of Tree Rings in Microscopy Images of Shrub Cross Sections | Dec 6, 2022 | Boundary DetectionInstance Segmentation | CodeCode Available | 1 |
| Med-Query: Steerable Parsing of 9-DoF Medical Anatomies with Query Embedding | Dec 5, 2022 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 |
| LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation | Dec 5, 2022 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Mask Matching Transformer for Few-Shot Segmentation | Dec 5, 2022 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| SASFormer: Transformers for Sparsely Annotated Semantic Segmentation | Dec 5, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| CBNet: A Plug-and-Play Network for Segmentation-Based Scene Text Detection | Dec 5, 2022 | Scene Text DetectionSegmentation | CodeCode Available | 1 |
| PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models | Dec 3, 2022 | 3D Part SegmentationLanguage Modeling | CodeCode Available | 1 |
| Learning to Generate Text-grounded Mask for Open-world Semantic Segmentation from Only Image-Text Pairs | Dec 1, 2022 | Contrastive LearningOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 |
