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Weakly supervised segmentation

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Showing 1–50 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
Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation—0
Soft Self-labeling and Potts Relaxations for Weakly-supervised Segmentation—0
ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry StainingCode0
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
Multi-task learning for joint weakly-supervised segmentation and aortic arch anomaly classification in fetal cardiac MRICode0
Label-efficient Segmentation via Affinity PropagationCode1
Scribble-based 3D Multiple Abdominal Organ Segmentation via Triple-branch Multi-dilated Network with Pixel- and Class-wise Consistency—0
Exploring Limits of Diffusion-Synthetic Training with Weakly Supervised Semantic Segmentation—0
Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS Images—0
Branches Mutual Promotion for End-to-End Weakly Supervised Semantic Segmentation—0
Weakly supervised segmentation of intracranial aneurysms using a novel 3D focal modulation UNetCode0
A Weakly Supervised Segmentation Network Embedding Cross-scale Attention Guidance and Noise-sensitive Constraint for Detecting Tertiary Lymphoid Structures of Pancreatic Tumors—0
Land Cover Segmentation with Sparse Annotations from Sentinel-2 ImageryCode1
AME-CAM: Attentive Multiple-Exit CAM for Weakly Supervised Segmentation on MRI Brain TumorCode1
UM-CAM: Uncertainty-weighted Multi-resolution Class Activation Maps for Weakly-supervised Fetal Brain Segmentation—0
Centered Self-Attention Layers—0
Meta-Learners for Few-Shot Weakly-Supervised Medical Image SegmentationCode0
Unifying and Personalizing Weakly-supervised Federated Medical Image Segmentation via Adaptive Representation and AggregationCode2
Weakly supervised segmentation with point annotations for histopathology images via contrast-based variational modelCode0
High-fidelity Pseudo-labels for Boosting Weakly-Supervised SegmentationCode0
RECIST Weakly Supervised Lesion Segmentation via Label-Space Co-Training—0
Weakly-Supervised 3D Medical Image Segmentation using Geometric Prior and Contrastive Similarity—0
ZScribbleSeg: Zen and the Art of Scribble Supervised Medical Image Segmentation—0
Weakly Supervised Joint Whole-Slide Segmentation and Classification in Prostate Cancer—0
Weakly-Supervised Semantic Segmentation of Ships Using Thermal Imagery—0
Fully and Weakly Supervised Referring Expression Segmentation with End-to-End Learning—0
LWSIS: LiDAR-guided Weakly Supervised Instance Segmentation for Autonomous DrivingCode1
Human-machine Interactive Tissue Prototype Learning for Label-efficient Histopathology Image SegmentationCode1
ISIM: Iterative Self-Improved Model for Weakly Supervised SegmentationCode1
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