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Weakly supervised segmentation

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Showing 1–50 of 147 papers

TitleStatusHype
PyMIC: A deep learning toolkit for annotation-efficient medical image segmentationCode2
Unifying and Personalizing Weakly-supervised Federated Medical Image Segmentation via Adaptive Representation and AggregationCode2
Semantic-aware SAM for Point-Prompted Instance SegmentationCode1
What is Where by Looking: Weakly-Supervised Open-World Phrase-Grounding without Text InputsCode1
Learning Whole-Slide Segmentation from Inexact and Incomplete Labels using Tissue GraphsCode1
Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against ThresholdsCode1
ProCNS: Progressive Prototype Calibration and Noise Suppression for Weakly-Supervised Medical Image SegmentationCode1
Max Pooling with Vision Transformers reconciles class and shape in weakly supervised semantic segmentationCode1
Scribbles for All: Benchmarking Scribble Supervised Segmentation Across DatasetsCode1
Weakly supervised segmentation with cross-modality equivariant constraintsCode1
Human-machine Interactive Tissue Prototype Learning for Label-efficient Histopathology Image SegmentationCode1
Leveraging Uncertainty for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology ImagesCode1
Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer DiagnosisCode1
Land Cover Segmentation with Sparse Annotations from Sentinel-2 ImageryCode1
Inter Extreme Points Geodesics for End-to-End Weakly Supervised Image SegmentationCode1
Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervisionCode1
OCTAve: 2D en face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning with Locality AugmentationCode1
OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfoldCode1
Label-efficient Segmentation via Affinity PropagationCode1
Transformer based multiple instance learning for weakly supervised histopathology image segmentationCode1
Upsampling DINOv2 features for unsupervised vision tasks and weakly supervised materials segmentationCode1
Weakly-Supervised Segmentation for Disease Localization in Chest X-Ray ImagesCode1
Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic SegmentationCode1
LWSIS: LiDAR-guided Weakly Supervised Instance Segmentation for Autonomous DrivingCode1
BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance SegmentationCode1
Cross-Image Region Mining with Region Prototypical Network for Weakly Supervised SegmentationCode1
Adaptive Early-Learning Correction for Segmentation from Noisy AnnotationsCode1
Group-Wise Learning for Weakly Supervised Semantic SegmentationCode1
Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min UncertaintyCode1
Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive LearningCode1
ISIM: Iterative Self-Improved Model for Weakly Supervised SegmentationCode1
Modeling the Background for Incremental and Weakly-Supervised Semantic SegmentationCode1
AME-CAM: Attentive Multiple-Exit CAM for Weakly Supervised Segmentation on MRI Brain TumorCode1
MARIDA: A benchmark for Marine Debris detection from Sentinel-2 remote sensing dataCode1
3D Spatial Recognition without Spatially Labeled 3DCode1
FG-Net: Fast Large-Scale LiDAR Point Clouds Understanding Network Leveraging Correlated Feature Mining and Geometric-Aware ModellingCode1
One-shot Weakly-Supervised Segmentation in Medical ImagesCode1
Fixing Localization Errors to Improve Image ClassificationCode1
WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT imageCode1
Robust Trust Region for Weakly Supervised SegmentationCode1
Dense Regression Activation Maps For Lesion Segmentation in CT scans of COVID-19 patients—0
Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS Images—0
Bootstrapping Weakly Supervised Segmentation-free Word Spotting through HMM-based Alignment—0
CT Image Synthesis Using Weakly Supervised Segmentation and Geometric Inter-Label Relations For COVID Image Analysis—0
A Light-weight Interpretable Compositional Model for Nuclei Detection and Weakly-Supervised Segmentation—0
Localized Perturbations For Weakly-Supervised Segmentation of Glioma Brain Tumours—0
A Weakly Supervised Segmentation Network Embedding Cross-scale Attention Guidance and Noise-sensitive Constraint for Detecting Tertiary Lymphoid Structures of Pancreatic Tumors—0
Multiple receptive fields and small-object-focusing weakly-supervised segmentation network for fast object detection—0
LNQ 2023 challenge: Benchmark of weakly-supervised techniques for mediastinal lymph node quantification—0
Fully and Weakly Supervised Referring Expression Segmentation with End-to-End Learning—0
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