| A Survey on Label-efficient Deep Image Segmentation: Bridging the Gap between Weak Supervision and Dense Prediction | Jul 4, 2022 | Image SegmentationInstance Segmentation | —Unverified | 0 |
| CAM/CAD Point Cloud Part Segmentation via Few-Shot Learning | Jul 4, 2022 | 3D Part SegmentationFew-Shot Learning | —Unverified | 0 |
| Efficient Lung Cancer Image Classification and Segmentation Algorithm Based on Improved Swin Transformer | Jul 4, 2022 | Cancer ClassificationDiagnostic | —Unverified | 0 |
| Trichomonas Vaginalis Segmentation in Microscope Images | Jul 3, 2022 | Objectobject-detection | CodeCode Available | 0 |
| Turning to a Teacher for Timestamp Supervised Temporal Action Segmentation | Jul 2, 2022 | Action SegmentationModel Optimization | —Unverified | 0 |
| Unsupervised Symbolic Music Segmentation using Ensemble Temporal Prediction Errors | Jul 2, 2022 | Segmentation | —Unverified | 0 |
| Beyond Characters: Subword-level Morpheme Segmentation | Jul 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Online Reflective Learning for Robust Medical Image Segmentation | Jul 1, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Learning to segment prostate cancer by aggressiveness from scribbles in bi-parametric MRI | Jul 1, 2022 | Segmentation | —Unverified | 0 |
| Learning to segment from object sizes | Jul 1, 2022 | ObjectSegmentation | —Unverified | 0 |
| Word-level Morpheme segmentation using Transformer neural network | Jul 1, 2022 | Segmentation | —Unverified | 0 |
| SIGMORPHON 2022 Shared Task on Morpheme Segmentation Submission Description: Sequence Labelling for Word-Level Morpheme Segmentation | Jul 1, 2022 | AllMorpheme Segmentaiton | —Unverified | 0 |
| SD-LayerNet: Semi-supervised retinal layer segmentation in OCT using disentangled representation with anatomical priors | Jul 1, 2022 | Position regressionSegmentation | CodeCode Available | 0 |
| CLUZH at SIGMORPHON 2022 Shared Tasks on Morpheme Segmentation and Inflection Generation | Jul 1, 2022 | GPUMorpheme Segmentaiton | CodeCode Available | 0 |
| InsMix: Towards Realistic Generative Data Augmentation for Nuclei Instance Segmentation | Jun 30, 2022 | Data AugmentationInstance Segmentation | CodeCode Available | 0 |
| Implicit U-Net for volumetric medical image segmentation | Jun 30, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| UniDAformer: Unified Domain Adaptive Panoptic Segmentation Transformer via Hierarchical Mask Calibration | Jun 30, 2022 | Domain AdaptationInstance Segmentation | —Unverified | 0 |
| Timestamp-Supervised Action Segmentation with Graph Convolutional Networks | Jun 30, 2022 | Action SegmentationSegmentation | —Unverified | 0 |
| Single-domain Generalization in Medical Image Segmentation via Test-time Adaptation from Shape Dictionary | Jun 29, 2022 | Domain GeneralizationImage Segmentation | —Unverified | 0 |
| Placenta Segmentation in Ultrasound Imaging: Addressing Sources of Uncertainty and Limited Field-of-View | Jun 29, 2022 | Image SegmentationMulti-Task Learning | CodeCode Available | 0 |
| GAN-based Super-Resolution and Segmentation of Retinal Layers in Optical coherence tomography Scans | Jun 28, 2022 | Generative Adversarial NetworkSegmentation | —Unverified | 0 |
| Adversarial Consistency for Single Domain Generalization in Medical Image Segmentation | Jun 28, 2022 | Contrastive LearningDomain Generalization | —Unverified | 0 |
| Multi-scale Network with Attentional Multi-resolution Fusion for Point Cloud Semantic Segmentation | Jun 27, 2022 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Distributional Gaussian Processes Layers for Out-of-Distribution Detection | Jun 27, 2022 | Gaussian ProcessesOut-of-Distribution Detection | —Unverified | 0 |
| PST: Plant segmentation transformer for 3D point clouds of rapeseed plants at the podding stage | Jun 27, 2022 | Instance SegmentationPlant Phenotyping | —Unverified | 0 |
| MaskRange: A Mask-classification Model for Range-view based LiDAR Segmentation | Jun 24, 2022 | ClassificationData Augmentation | —Unverified | 0 |
| Segmentation-free PVC for Cardiac SPECT using a Densely-connected Multi-dimensional Dynamic Network | Jun 24, 2022 | Image RegistrationOrgan Segmentation | —Unverified | 0 |
| The Second Place Solution for The 4th Large-scale Video Object Segmentation Challenge--Track 3: Referring Video Object Segmentation | Jun 24, 2022 | Objectobject-detection | —Unverified | 0 |
| LidarMultiNet: Unifying LiDAR Semantic Segmentation, 3D Object Detection, and Panoptic Segmentation in a Single Multi-task Network | Jun 23, 2022 | 3D Object Detection3D Semantic Segmentation | —Unverified | 0 |
| Superadditivity and Convex Optimization for Globally Optimal Cell Segmentation using Deformable Shape Models | Jun 23, 2022 | Cell SegmentationComputational Efficiency | CodeCode Available | 0 |
| DP-Parse: Finding Word Boundaries from Raw Speech with an Instance Lexicon | Jun 22, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Automated GI tract segmentation using deep learning | Jun 22, 2022 | Deep LearningPosition | CodeCode Available | 0 |
| Parallel Pre-trained Transformers (PPT) for Synthetic Data-based Instance Segmentation | Jun 22, 2022 | Instance SegmentationSegmentation | —Unverified | 0 |
| CNN-based fully automatic wrist cartilage volume quantification in MR Image | Jun 22, 2022 | Segmentation | —Unverified | 0 |
| Efficient fine-grained road segmentation using superpixel-based CNN and CRF models | Jun 22, 2022 | Computational EfficiencyRoad Segmentation | —Unverified | 0 |
| Semantics-Depth-Symbiosis: Deeply Coupled Semi-Supervised Learning of Semantics and Depth | Jun 21, 2022 | Data AugmentationDepth Estimation | —Unverified | 0 |
| LDD: A Dataset for Grape Diseases Object Detection and Instance Segmentation | Jun 21, 2022 | Instance SegmentationObject | —Unverified | 0 |
| Rethinking Unsupervised Neural Superpixel Segmentation | Jun 21, 2022 | SegmentationSuperpixels | —Unverified | 0 |
| Toward Unpaired Multi-modal Medical Image Segmentation via Learning Structured Semantic Consistency | Jun 21, 2022 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Broken News: Making Newspapers Accessible to Print-Impaired | Jun 21, 2022 | Instance SegmentationOptical Character Recognition (OCR) | —Unverified | 0 |
| Distribution Regularized Self-Supervised Learning for Domain Adaptation of Semantic Segmentation | Jun 20, 2022 | DisentanglementDomain Adaptation | —Unverified | 0 |
| Distortion-Aware Network Pruning and Feature Reuse for Real-time Video Segmentation | Jun 20, 2022 | Autonomous DrivingNetwork Pruning | —Unverified | 0 |
| Semantic Labeling of High Resolution Images Using EfficientUNets and Transformers | Jun 20, 2022 | SegmentationSemantic Segmentation | —Unverified | 0 |
| CS^2: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human Intervention | Jun 20, 2022 | DiagnosticImage Generation | CodeCode Available | 0 |
| Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation | Jun 20, 2022 | ObjectPseudo Label | CodeCode Available | 0 |
| 5th Place Solution for YouTube-VOS Challenge 2022: Video Object Segmentation | Jun 20, 2022 | ObjectSegmentation | —Unverified | 0 |
| Deep Compatible Learning for Partially-Supervised Medical Image Segmentation | Jun 18, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Free-form Lesion Synthesis Using a Partial Convolution Generative Adversarial Network for Enhanced Deep Learning Liver Tumor Segmentation | Jun 18, 2022 | FormGenerative Adversarial Network | —Unverified | 0 |
| DU-Net based Unsupervised Contrastive Learning for Cancer Segmentation in Histology Images | Jun 17, 2022 | Contrastive LearningData Augmentation | —Unverified | 0 |
| The Importance of Background Information for Out of Distribution Generalization | Jun 17, 2022 | Domain Generalizationimage-classification | —Unverified | 0 |