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Weakly supervised segmentation

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Showing 1–50 of 147 papers

TitleStatusHype
Unifying and Personalizing Weakly-supervised Federated Medical Image Segmentation via Adaptive Representation and AggregationCode2
PyMIC: A deep learning toolkit for annotation-efficient medical image segmentationCode2
Upsampling DINOv2 features for unsupervised vision tasks and weakly supervised materials segmentationCode1
Scribbles for All: Benchmarking Scribble Supervised Segmentation Across DatasetsCode1
ProCNS: Progressive Prototype Calibration and Noise Suppression for Weakly-Supervised Medical Image SegmentationCode1
Semantic-aware SAM for Point-Prompted Instance SegmentationCode1
Label-efficient Segmentation via Affinity PropagationCode1
Land Cover Segmentation with Sparse Annotations from Sentinel-2 ImageryCode1
AME-CAM: Attentive Multiple-Exit CAM for Weakly Supervised Segmentation on MRI Brain TumorCode1
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
Max Pooling with Vision Transformers reconciles class and shape in weakly supervised semantic segmentationCode1
OCTAve: 2D en face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning with Locality AugmentationCode1
What is Where by Looking: Weakly-Supervised Open-World Phrase-Grounding without Text InputsCode1
Transformer based multiple instance learning for weakly supervised histopathology image segmentationCode1
Leveraging Uncertainty for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology ImagesCode1
Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against ThresholdsCode1
Modeling the Background for Incremental and Weakly-Supervised Semantic SegmentationCode1
MARIDA: A benchmark for Marine Debris detection from Sentinel-2 remote sensing dataCode1
Group-Wise Learning for Weakly Supervised Semantic SegmentationCode1
One-shot Weakly-Supervised Segmentation in Medical ImagesCode1
WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT imageCode1
Adaptive Early-Learning Correction for Segmentation from Noisy AnnotationsCode1
Cross-Image Region Mining with Region Prototypical Network for Weakly Supervised SegmentationCode1
Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic SegmentationCode1
Inter Extreme Points Geodesics for End-to-End Weakly Supervised Image SegmentationCode1
Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer DiagnosisCode1
3D Spatial Recognition without Spatially Labeled 3DCode1
Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive LearningCode1
Weakly supervised segmentation with cross-modality equivariant constraintsCode1
Robust Trust Region for Weakly Supervised SegmentationCode1
BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance SegmentationCode1
Learning Whole-Slide Segmentation from Inexact and Incomplete Labels using Tissue GraphsCode1
FG-Net: Fast Large-Scale LiDAR Point Clouds Understanding Network Leveraging Correlated Feature Mining and Geometric-Aware ModellingCode1
Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min UncertaintyCode1
Fixing Localization Errors to Improve Image ClassificationCode1
Weakly-Supervised Segmentation for Disease Localization in Chest X-Ray ImagesCode1
OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfoldCode1
Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervisionCode1
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
Soft Self-labeling and Potts Relaxations for Weakly-supervised Segmentation—0
Prototype-Based Image Prompting for Weakly Supervised Histopathological Image 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
From Few to More: Scribble-based Medical Image Segmentation via Masked Context Modeling and Continuous Pseudo Labels—0
LNQ 2023 challenge: Benchmark of weakly-supervised techniques for mediastinal lymph node quantification—0
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