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Weakly supervised segmentation

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Showing 51–100 of 147 papers

TitleStatusHype
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
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
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
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
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
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
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
SESS: Saliency Enhancing with Scaling and SlidingCode0
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
Weakly-supervised segmentation of referring expressions—0
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
Weakly Supervised Segmentation on Outdoor 4D Point Clouds With Temporal Matching and Spatial Graph PropagationCode0
Localized Perturbations For Weakly-Supervised Segmentation of Glioma Brain Tumours—0
Learning a Weight Map for Weakly-Supervised Localization—0
Weakly-supervised fire segmentation by visualizing intermediate CNN layers—0
A Light-weight Interpretable Compositional Model for Nuclei Detection and Weakly-Supervised Segmentation—0
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
Medical image segmentation with imperfect 3D bounding boxes—0
Flip Learning: Erase to Segment—0
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
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