| Cross-Image Region Mining with Region Prototypical Network for Weakly Supervised Segmentation | Aug 17, 2021 | DiversityImage Segmentation | CodeCode Available | 1 | 5 |
| Semantic-aware SAM for Point-Prompted Instance Segmentation | Dec 26, 2023 | Instance SegmentationMultiple Instance Learning | CodeCode Available | 1 | 5 |
| OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfold | Jun 12, 2020 | Handwriting RecognitionHandwritten Text Recognition | CodeCode Available | 1 | 5 |
| Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty | Nov 14, 2020 | General ClassificationWeakly-supervised Learning | CodeCode Available | 1 | 5 |
| One-shot Weakly-Supervised Segmentation in Medical Images | Nov 21, 2021 | DenoisingImage Segmentation | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Inter Extreme Points Geodesics for End-to-End Weakly Supervised Image Segmentation | Jul 1, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| AME-CAM: Attentive Multiple-Exit CAM for Weakly Supervised Segmentation on MRI Brain Tumor | Jun 26, 2023 | Brain Tumor SegmentationSegmentation | CodeCode Available | 1 | 5 |
| ISIM: Iterative Self-Improved Model for Weakly Supervised Segmentation | Nov 22, 2022 | DecoderSegmentation | CodeCode Available | 1 | 5 |
| 3D Spatial Recognition without Spatially Labeled 3D | May 13, 2021 | 3D Object DetectionMultiple Instance Learning | CodeCode Available | 1 | 5 |
| FG-Net: Fast Large-Scale LiDAR Point Clouds Understanding Network Leveraging Correlated Feature Mining and Geometric-Aware Modelling | Dec 17, 2020 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 | 5 |
| Label-efficient Segmentation via Affinity Propagation | Oct 16, 2023 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Fixing Localization Errors to Improve Image Classification | Aug 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation | Jul 25, 2021 | Auxiliary Learningimage-classification | CodeCode Available | 1 | 5 |
| Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against Thresholds | Mar 30, 2022 | Semantic SegmentationWeakly supervised segmentation | CodeCode Available | 1 | 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 |
| DAWN: Domain-Adaptive Weakly Supervised Nuclei Segmentation via Cross-Task Interactions | Apr 23, 2024 | Domain AdaptationPseudo Label | CodeCode Available | 0 | 5 |
| A Baseline Statistical Method For Robust User-Assisted Multiple Segmentation | Jan 8, 2022 | BenchmarkingImage Segmentation | CodeCode Available | 0 | 5 |
| Constrained Convolutional Neural Networks for Weakly Supervised Segmentation | Jun 11, 2015 | Image SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| Constrained-CNN losses for weakly supervised segmentation | May 12, 2018 | Medical Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| High-fidelity Pseudo-labels for Boosting Weakly-Supervised Segmentation | Apr 5, 2023 | image-classificationImage Classification | 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 |
| Competing for pixels: a self-play algorithm for weakly-supervised segmentation | May 26, 2024 | Binary ClassificationImage Segmentation | 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 |
| Meta-Learners for Few-Shot Weakly-Supervised Medical Image Segmentation | May 11, 2023 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
