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Weakly supervised segmentation

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Showing 1–25 of 147 papers

TitleStatusHype
Flip Learning: Weakly Supervised Erase to Segment Nodules in Breast Ultrasound—0
Weakly Supervised Segmentation Framework for Thyroid Nodule Based on High-confidence Labels and High-rationality LossesCode0
Weakly Supervised Segmentation of Hyper-Reflective Foci with Compact Convolutional Transformers and SAM2—0
EAUWSeg: Eliminating annotation uncertainty in weakly-supervised medical image segmentation—0
ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry StainingCode0
Soft Self-labeling and Potts Relaxations for Weakly-supervised Segmentation—0
Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation—0
HELPNet: Hierarchical Perturbations Consistency and Entropy-guided Ensemble for Scribble Supervised Medical Image SegmentationCode0
Upsampling DINOv2 features for unsupervised vision tasks and weakly supervised materials segmentationCode1
From Few to More: Scribble-based Medical Image Segmentation via Masked Context Modeling and Continuous Pseudo Labels—0
Scribbles for All: Benchmarking Scribble Supervised Segmentation Across DatasetsCode1
LNQ 2023 challenge: Benchmark of weakly-supervised techniques for mediastinal lymph node quantification—0
Model Guidance via Explanations Turns Image Classifiers into Segmentation ModelsCode0
Competing for pixels: a self-play algorithm for weakly-supervised segmentationCode0
DAWN: Domain-Adaptive Weakly Supervised Nuclei Segmentation via Cross-Task InteractionsCode0
ToNNO: Tomographic Reconstruction of a Neural Network's Output for Weakly Supervised Segmentation of 3D Medical Images—0
FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models—0
WeakSurg: Weakly supervised surgical instrument segmentation using temporal equivariance and semantic continuity—0
Floor Plan Image Segmentation Via Scribble-Based Semi-Weakly Supervised Learning: A Style and Category-Agnostic ApproachCode0
Weakly Supervised Segmentation of Vertebral Bodies with Iterative Slice-propagation—0
Scribble-based fast weak-supervision and interactive corrections for segmenting whole slide imagesCode0
ProCNS: Progressive Prototype Calibration and Noise Suppression for Weakly-Supervised Medical Image SegmentationCode1
Semantic-aware SAM for Point-Prompted Instance SegmentationCode1
Segment Anything Model-guided Collaborative Learning Network for Scribble-supervised Polyp Segmentation—0
PWISeg: Point-based Weakly-supervised Instance Segmentation for Surgical InstrumentsCode0
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