| DAWN: Domain-Adaptive Weakly Supervised Nuclei Segmentation via Cross-Task Interactions | Apr 23, 2024 | Domain AdaptationPseudo Label | CodeCode Available | 0 |
| Weakly-supervised segmentation using inherently-explainable classification models and their application to brain tumour classification | Jun 10, 2022 | ClassificationDecision Making | CodeCode Available | 0 |
| PWISeg: Point-based Weakly-supervised Instance Segmentation for Surgical Instruments | Nov 16, 2023 | Instance SegmentationSegmentation | CodeCode Available | 0 |
| Integral Object Mining via Online Attention Accumulation | Oct 1, 2019 | General ClassificationObject | CodeCode Available | 0 |
| Weakly supervised segmentation of intracranial aneurysms using a novel 3D focal modulation UNet | Aug 6, 2023 | Image SegmentationLearning with coarse labels | CodeCode Available | 0 |
| Constrained Convolutional Neural Networks for Weakly Supervised Segmentation | Jun 11, 2015 | Image SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Constrained-CNN losses for weakly supervised segmentation | May 12, 2018 | Medical Image SegmentationSegmentation | CodeCode Available | 0 |
| Robustness and Overfitting Behavior of Implicit Background Models | Aug 21, 2020 | image-classificationImage Classification | CodeCode Available | 0 |
| High-fidelity Pseudo-labels for Boosting Weakly-Supervised Segmentation | Apr 5, 2023 | image-classificationImage Classification | CodeCode Available | 0 |
| Collaborative Propagation on Multiple Instance Graphs for 3D Instance Segmentation with Single-point Supervision | Aug 10, 2022 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 0 |
| Competing for pixels: a self-play algorithm for weakly-supervised segmentation | May 26, 2024 | Binary ClassificationImage Segmentation | CodeCode Available | 0 |
| Scribble-based fast weak-supervision and interactive corrections for segmenting whole slide images | Feb 13, 2024 | SegmentationWeakly supervised segmentation | CodeCode Available | 0 |
| CaCL: Class-aware Codebook Learning for Weakly Supervised Segmentation on Diffuse Image Patterns | Nov 2, 2020 | Image ReconstructionSegmentation | CodeCode Available | 0 |
| HELPNet: Hierarchical Perturbations Consistency and Entropy-guided Ensemble for Scribble Supervised Medical Image Segmentation | Dec 25, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Weakly supervised segmentation with point annotations for histopathology images via contrast-based variational model | Apr 7, 2023 | Image SegmentationSegmentation | CodeCode Available | 0 |
| A Baseline Statistical Method For Robust User-Assisted Multiple Segmentation | Jan 8, 2022 | BenchmarkingImage Segmentation | CodeCode Available | 0 |
| CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation | Nov 27, 2018 | 2D Object DetectionMultispectral Object Detection | CodeCode Available | 0 |
| Self-Supervised Difference Detection for Weakly-Supervised Semantic Segmentation | Nov 4, 2019 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Self-supervised Multi-scale Consistency for Weakly Supervised Segmentation Learning | Aug 26, 2021 | Weakly-supervised LearningWeakly supervised segmentation | CodeCode Available | 0 |
| 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 |
| SESS: Saliency Enhancing with Scaling and Sliding | Jul 5, 2022 | Explainable artificial intelligenceObject Detection | CodeCode Available | 0 |
| ACCL: Adversarial constrained-CNN loss for weakly supervised medical image segmentation | May 1, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |