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Weakly supervised segmentation

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Showing 51–100 of 147 papers

TitleStatusHype
Floor Plan Image Segmentation Via Scribble-Based Semi-Weakly Supervised Learning: A Style and Category-Agnostic ApproachCode0
HELPNet: Hierarchical Perturbations Consistency and Entropy-guided Ensemble for Scribble Supervised Medical Image SegmentationCode0
High-fidelity Pseudo-labels for Boosting Weakly-Supervised SegmentationCode0
Integral Object Mining via Online Attention AccumulationCode0
Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image SequencesCode0
Joint Learning of Saliency Detection and Weakly Supervised Semantic SegmentationCode0
Learn To Pay AttentionCode0
Constrained Deep Networks: Lagrangian Optimization via Log-Barrier ExtensionsCode0
Meta-Learners for Few-Shot Weakly-Supervised Medical Image SegmentationCode0
Minimizing Supervision for Free-space SegmentationCode0
Model Guidance via Explanations Turns Image Classifiers into Segmentation ModelsCode0
Multi-task learning for joint weakly-supervised segmentation and aortic arch anomaly classification in fetal cardiac MRICode0
ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry StainingCode0
PWISeg: Point-based Weakly-supervised Instance Segmentation for Surgical InstrumentsCode0
Robustness and Overfitting Behavior of Implicit Background ModelsCode0
Collaborative Propagation on Multiple Instance Graphs for 3D Instance Segmentation with Single-point SupervisionCode0
Scribble-based fast weak-supervision and interactive corrections for segmenting whole slide imagesCode0
Self-Supervised Difference Detection for Weakly-Supervised Semantic SegmentationCode0
Self-supervised Multi-scale Consistency for Weakly Supervised Segmentation LearningCode0
SESS: Saliency Enhancing with Scaling and SlidingCode0
Weakly Supervised Segmentation Framework for Thyroid Nodule Based on High-confidence Labels and High-rationality LossesCode0
Weakly supervised segmentation of intracranial aneurysms using a novel 3D focal modulation UNetCode0
Weakly Supervised Segmentation on Outdoor 4D Point Clouds With Temporal Matching and Spatial Graph PropagationCode0
Weakly-supervised segmentation using inherently-explainable classification models and their application to brain tumour classificationCode0
Weakly supervised segmentation with point annotations for histopathology images via contrast-based variational modelCode0
Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising ModelCode0
ZeroWaste Dataset: Towards Deformable Object Segmentation in Cluttered ScenesCode0
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
Weakly-supervised segmentation of referring expressions—0
Discriminative Localization in CNNs for Weakly-Supervised Segmentation of Pulmonary Nodules—0
Discretely-constrained deep network for weakly supervised segmentation—0
Pathology Segmentation using Distributional Differences to Images of Healthy Origin—0
Point2Mask: A Weakly Supervised Approach for Cell Segmentation Using Point Annotation—0
Point-to-set distance functions for weakly supervised segmentation—0
Dense Regression Activation Maps For Lesion Segmentation in CT scans of COVID-19 patients—0
Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation—0
Pseudo Mask Augmented Object Detection—0
Weakly Supervised Segmentation of Small Buildings With Point Labels—0
CT Image Synthesis Using Weakly Supervised Segmentation and Geometric Inter-Label Relations For COVID Image Analysis—0
RECIST Weakly Supervised Lesion Segmentation via Label-Space Co-Training—0
Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi-Supervised Semantic Segmentation—0
Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi- Supervised Semantic Segmentation—0
Weakly Supervised Segmentation of Vertebral Bodies with Iterative Slice-propagation—0
Coarse-to-Fine Annotation Enrichment for Semantic Segmentation Learning—0
WeakSurg: Weakly supervised surgical instrument segmentation using temporal equivariance and semantic continuity—0
Scribble-based 3D Multiple Abdominal Organ Segmentation via Triple-branch Multi-dilated Network with Pixel- and Class-wise Consistency—0
A Light-weight Interpretable Compositional Model for Nuclei Detection and Weakly-Supervised Segmentation—0
Scribble-based Hierarchical Weakly Supervised Learning for Brain Tumor Segmentation—0
Centered Self-Attention Layers—0
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