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Weakly supervised segmentation

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Showing 51–100 of 147 papers

TitleStatusHype
Max Pooling with Vision Transformers reconciles class and shape in weakly supervised semantic segmentationCode1
Deep Superpixel Generation and Clustering for Weakly Supervised Segmentation of Brain Tumors in MR Images—0
Active Self-Training for Weakly Supervised 3D Scene Semantic Segmentation—0
PyMIC: A deep learning toolkit for annotation-efficient medical image segmentationCode2
Collaborative Propagation on Multiple Instance Graphs for 3D Instance Segmentation with Single-point SupervisionCode0
Point2Mask: A Weakly Supervised Approach for Cell Segmentation Using Point Annotation—0
OCTAve: 2D en face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning with Locality AugmentationCode1
SESS: Saliency Enhancing with Scaling and SlidingCode0
What is Where by Looking: Weakly-Supervised Open-World Phrase-Grounding without Text InputsCode1
Attention-based Dynamic Subspace Learners for Medical Image Analysis—0
Weakly-supervised segmentation using inherently-explainable classification models and their application to brain tumour classificationCode0
Transformer based multiple instance learning for weakly supervised histopathology image segmentationCode1
Leveraging Uncertainty for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology ImagesCode1
Weakly-supervised segmentation of referring expressions—0
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
SnapshotNet: Self-supervised Feature Learning for Point Cloud Data Segmentation Using Minimal Labeled Data—0
A Baseline Statistical Method For Robust User-Assisted Multiple SegmentationCode0
MARIDA: A benchmark for Marine Debris detection from Sentinel-2 remote sensing dataCode1
Weakly Supervised Segmentation on Outdoor 4D Point Clouds With Temporal Matching and Spatial Graph PropagationCode0
Group-Wise Learning for Weakly Supervised Semantic SegmentationCode1
Localized Perturbations For Weakly-Supervised Segmentation of Glioma Brain Tumours—0
Learning a Weight Map for Weakly-Supervised Localization—0
One-shot Weakly-Supervised Segmentation in Medical ImagesCode1
Weakly-supervised fire segmentation by visualizing intermediate CNN layers—0
WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT imageCode1
A Light-weight Interpretable Compositional Model for Nuclei Detection and Weakly-Supervised Segmentation—0
Adaptive Early-Learning Correction for Segmentation from Noisy AnnotationsCode1
Learning of Inter-Label Geometric Relationships Using Self-Supervised Learning: Application To Gleason Grade Segmentation—0
Self-supervised Multi-scale Consistency for Weakly Supervised Segmentation LearningCode0
Cross-Image Region Mining with Region Prototypical Network for Weakly Supervised SegmentationCode1
Medical image segmentation with imperfect 3D bounding boxes—0
Flip Learning: Erase to Segment—0
Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic SegmentationCode1
Inter Extreme Points Geodesics for End-to-End Weakly Supervised Image SegmentationCode1
Segmentation of cell-level anomalies in electroluminescence images of photovoltaic modules—0
CT Image Synthesis Using Weakly Supervised Segmentation and Geometric Inter-Label Relations For COVID Image Analysis—0
Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer DiagnosisCode1
ZeroWaste Dataset: Towards Deformable Object Segmentation in Cluttered ScenesCode0
Dense Regression Activation Maps For Lesion Segmentation in CT scans of COVID-19 patients—0
3D Spatial Recognition without Spatially Labeled 3DCode1
Weakly-Supervised Universal Lesion Segmentation with Regional Level Set Loss—0
Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive LearningCode1
Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising ModelCode0
Every Annotation Counts: Multi-label Deep Supervision for Medical Image SegmentationCode0
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
Weakly Supervised Segmentation of Small Buildings With Point Labels—0
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