| 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 |
| A Light-weight Interpretable Compositional Model for Nuclei Detection and Weakly-Supervised Segmentation | Oct 26, 2021 | SegmentationWeakly supervised segmentation | —Unverified | 0 |
| Adaptive Early-Learning Correction for Segmentation from Noisy Annotations | Oct 7, 2021 | ClassificationMedical Image Segmentation | CodeCode Available | 1 |
| Learning of Inter-Label Geometric Relationships Using Self-Supervised Learning: Application To Gleason Grade Segmentation | Oct 1, 2021 | DiversityImage Generation | —Unverified | 0 |
| Self-supervised Multi-scale Consistency for Weakly Supervised Segmentation Learning | Aug 26, 2021 | Weakly-supervised LearningWeakly supervised segmentation | CodeCode Available | 0 |
| Cross-Image Region Mining with Region Prototypical Network for Weakly Supervised Segmentation | Aug 17, 2021 | DiversityImage Segmentation | CodeCode Available | 1 |
| Medical image segmentation with imperfect 3D bounding boxes | Aug 6, 2021 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Flip Learning: Erase to Segment | Aug 2, 2021 | Multi-agent Reinforcement LearningSegmentation | —Unverified | 0 |
| Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation | Jul 25, 2021 | Auxiliary Learningimage-classification | CodeCode Available | 1 |
| Inter Extreme Points Geodesics for End-to-End Weakly Supervised Image Segmentation | Jul 1, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Segmentation of cell-level anomalies in electroluminescence images of photovoltaic modules | Jun 21, 2021 | Deep Learningimage-classification | —Unverified | 0 |
| CT Image Synthesis Using Weakly Supervised Segmentation and Geometric Inter-Label Relations For COVID Image Analysis | Jun 15, 2021 | Data AugmentationDiversity | —Unverified | 0 |
| Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis | Jun 13, 2021 | Medical DiagnosisVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| ZeroWaste Dataset: Towards Deformable Object Segmentation in Cluttered Scenes | Jun 4, 2021 | Objectobject-detection | CodeCode Available | 0 |
| Dense Regression Activation Maps For Lesion Segmentation in CT scans of COVID-19 patients | May 25, 2021 | Lesion Segmentationregression | —Unverified | 0 |
| 3D Spatial Recognition without Spatially Labeled 3D | May 13, 2021 | 3D Object DetectionMultiple Instance Learning | CodeCode Available | 1 |
| Weakly-Supervised Universal Lesion Segmentation with Regional Level Set Loss | May 3, 2021 | Computed Tomography (CT)Decoder | —Unverified | 0 |
| Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning | May 3, 2021 | Contrastive LearningMetric Learning | CodeCode Available | 1 |
| Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising Model | Apr 27, 2021 | DenoisingMedical Image Analysis | CodeCode Available | 0 |
| Every Annotation Counts: Multi-label Deep Supervision for Medical Image Segmentation | Apr 27, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Weakly supervised segmentation with cross-modality equivariant constraints | Apr 6, 2021 | Data AugmentationSemantic Segmentation | CodeCode Available | 1 |
| Robust Trust Region for Weakly Supervised Segmentation | Apr 5, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation | Mar 16, 2021 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Learning Whole-Slide Segmentation from Inexact and Incomplete Labels using Tissue Graphs | Mar 4, 2021 | Node ClassificationSegmentation | CodeCode Available | 1 |
| Weakly Supervised Segmentation of Small Buildings With Point Labels | Jan 1, 2021 | Image SegmentationSegmentation | —Unverified | 0 |
