| Co-segmentation Inspired Attention Module for Video-based Computer Vision Tasks | Nov 14, 2021 | Action ClassificationObject | CodeCode Available | 1 |
| Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2 | Nov 12, 2021 | Deep LearningInstance Segmentation | CodeCode Available | 1 |
| Dense Unsupervised Learning for Video Segmentation | Nov 11, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos | Nov 11, 2021 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| DR-VNet: Retinal Vessel Segmentation via Dense Residual UNet | Nov 8, 2021 | Retinal Vessel SegmentationSegmentation | CodeCode Available | 1 |
| Mixed Transformer U-Net For Medical Image Segmentation | Nov 8, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Multimodal PET/CT Tumour Segmentation and Prediction of Progression-Free Survival using a Full-Scale UNet with Attention | Nov 6, 2021 | DecoderPrediction | CodeCode Available | 1 |
| Segmentation of 2D Brain MR Images | Nov 5, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| EditGAN: High-Precision Semantic Image Editing | Nov 4, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Partial supervision for the FeTA challenge 2021 | Nov 3, 2021 | Brain SegmentationImage Segmentation | CodeCode Available | 1 |
| WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image | Nov 3, 2021 | GPUImage Segmentation | CodeCode Available | 1 |
| Panoptic 3D Scene Reconstruction From a Single RGB Image | Nov 3, 2021 | 2D Panoptic Segmentation3D Instance Segmentation | CodeCode Available | 1 |
| Exploring the Semi-supervised Video Object Segmentation Problem from a Cyclic Perspective | Nov 2, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| PolyTrack: Tracking with Bounding Polygons | Nov 2, 2021 | Multi-Object TrackingMulti-Object Tracking and Segmentation | CodeCode Available | 1 |
| Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation | Nov 1, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| PointNu-Net: Keypoint-assisted Convolutional Neural Network for Simultaneous Multi-tissue Histology Nuclei Segmentation and Classification | Nov 1, 2021 | ClassificationDiversity | CodeCode Available | 1 |
| M2MRF: Many-to-Many Reassembly of Features for Tiny Lesion Segmentation in Fundus Images | Oct 30, 2021 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| Contrastive prediction strategies for unsupervised segmentation and categorization of phonemes and words | Oct 29, 2021 | SegmentationSelf-Supervised Learning | CodeCode Available | 1 |
| Whole Brain Segmentation with Full Volume Neural Network | Oct 29, 2021 | Brain SegmentationRepresentation Learning | CodeCode Available | 1 |
| BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation | Oct 27, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| ClaSP - Time Series Segmentation | Oct 26, 2021 | Change Point DetectionSegmentation | CodeCode Available | 1 |
| Generalized Multi-Task Learning from Substantially Unlabeled Multi-Source Medical Image Data | Oct 25, 2021 | Multi-Task LearningSegmentation | CodeCode Available | 1 |
| Anatomical and Diagnostic Bayesian Segmentation in Prostate MRI -Should Different Clinical Objectives Mandate Different Loss Functions? | Oct 25, 2021 | AnatomyDiagnostic | CodeCode Available | 1 |
| Rotation Equivariant Deforestation Segmentation and Driver Classification | Oct 25, 2021 | ClassificationSegmentation | CodeCode Available | 1 |
| AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation | Oct 24, 2021 | Optical Flow EstimationSegmentation | CodeCode Available | 1 |
