| Floor Plan Image Segmentation Via Scribble-Based Semi-Weakly Supervised Learning: A Style and Category-Agnostic Approach | Feb 15, 2024 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| HELPNet: Hierarchical Perturbations Consistency and Entropy-guided Ensemble for Scribble Supervised Medical Image Segmentation | Dec 25, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| High-fidelity Pseudo-labels for Boosting Weakly-Supervised Segmentation | Apr 5, 2023 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Integral Object Mining via Online Attention Accumulation | Oct 1, 2019 | General ClassificationObject | CodeCode Available | 0 | 5 |
| Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences | Jun 11, 2018 | Cardiac SegmentationMotion Estimation | CodeCode Available | 0 | 5 |
| Joint Learning of Saliency Detection and Weakly Supervised Semantic Segmentation | Sep 9, 2019 | Multi-Task LearningSaliency Detection | CodeCode Available | 0 | 5 |
| Learn To Pay Attention | Apr 6, 2018 | Adversarial AttackGeneral Classification | CodeCode Available | 0 | 5 |
| Constrained Deep Networks: Lagrangian Optimization via Log-Barrier Extensions | Apr 8, 2019 | Image SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| Meta-Learners for Few-Shot Weakly-Supervised Medical Image Segmentation | May 11, 2023 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Minimizing Supervision for Free-space Segmentation | Nov 16, 2017 | Autonomous DrivingAutonomous Navigation | CodeCode Available | 0 | 5 |
| Model Guidance via Explanations Turns Image Classifiers into Segmentation Models | Jul 3, 2024 | Decoderimage-classification | CodeCode Available | 0 | 5 |
| Multi-task learning for joint weakly-supervised segmentation and aortic arch anomaly classification in fetal cardiac MRI | Nov 13, 2023 | Anomaly ClassificationDiagnostic | CodeCode Available | 0 | 5 |
| ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry Staining | Jan 1, 2025 | Contrastive LearningGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| PWISeg: Point-based Weakly-supervised Instance Segmentation for Surgical Instruments | Nov 16, 2023 | Instance SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Robustness and Overfitting Behavior of Implicit Background Models | Aug 21, 2020 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Collaborative Propagation on Multiple Instance Graphs for 3D Instance Segmentation with Single-point Supervision | Aug 10, 2022 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 0 | 5 |
| Scribble-based fast weak-supervision and interactive corrections for segmenting whole slide images | Feb 13, 2024 | SegmentationWeakly supervised segmentation | CodeCode Available | 0 | 5 |
| Self-Supervised Difference Detection for Weakly-Supervised Semantic Segmentation | Nov 4, 2019 | SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| Self-supervised Multi-scale Consistency for Weakly Supervised Segmentation Learning | Aug 26, 2021 | Weakly-supervised LearningWeakly supervised segmentation | CodeCode Available | 0 | 5 |
| SESS: Saliency Enhancing with Scaling and Sliding | Jul 5, 2022 | Explainable artificial intelligenceObject Detection | CodeCode Available | 0 | 5 |
| Weakly Supervised Segmentation Framework for Thyroid Nodule Based on High-confidence Labels and High-rationality Losses | Feb 27, 2025 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Weakly supervised segmentation of intracranial aneurysms using a novel 3D focal modulation UNet | Aug 6, 2023 | Image SegmentationLearning with coarse labels | CodeCode Available | 0 | 5 |
| Weakly Supervised Segmentation on Outdoor 4D Point Clouds With Temporal Matching and Spatial Graph Propagation | Jan 1, 2022 | Point Cloud SegmentationScene Understanding | CodeCode Available | 0 | 5 |
| Weakly-supervised segmentation using inherently-explainable classification models and their application to brain tumour classification | Jun 10, 2022 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Weakly supervised segmentation with point annotations for histopathology images via contrast-based variational model | Apr 7, 2023 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
