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Weakly supervised segmentation

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Showing 101–147 of 147 papers

TitleStatusHype
Weakly Supervised Segmentation of Cracks on Solar Cells using Normalized Lp Norm—0
Weakly Supervised Segmentation of Hyper-Reflective Foci with Compact Convolutional Transformers and SAM2—0
Weakly-supervised segmentation of referring expressions—0
Weakly Supervised Segmentation of Small Buildings With Point Labels—0
Weakly Supervised Segmentation of Vertebral Bodies with Iterative Slice-propagation—0
Weakly-Supervised Semantic Segmentation of Ships Using Thermal Imagery—0
Weakly-Supervised Universal Lesion Segmentation with Regional Level Set Loss—0
WeakSurg: Weakly supervised surgical instrument segmentation using temporal equivariance and semantic continuity—0
Multiple receptive fields and small-object-focusing weakly-supervised segmentation network for fast object detection—0
Morphological Signature for Improvement of Weakly Supervised Segmentation of Quadriceps Muscles on Magnetic Resonance Imaging Data—0
Minimizing Supervision for Free-space SegmentationCode0
Model Guidance via Explanations Turns Image Classifiers into Segmentation ModelsCode0
Meta-Learners for Few-Shot Weakly-Supervised Medical Image SegmentationCode0
CEREBRUM: a fast and fully-volumetric Convolutional Encoder-decodeR for weakly-supervised sEgmentation of BRain strUctures from out-of-the-scanner MRICode0
Weakly Supervised Segmentation Framework for Thyroid Nodule Based on High-confidence Labels and High-rationality LossesCode0
Multi-task learning for joint weakly-supervised segmentation and aortic arch anomaly classification in fetal cardiac MRICode0
Constrained Deep Networks: Lagrangian Optimization via Log-Barrier ExtensionsCode0
ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry StainingCode0
Learn To Pay AttentionCode0
Joint Learning of Saliency Detection and Weakly Supervised Semantic SegmentationCode0
Every Annotation Counts: Multi-label Deep Supervision for Medical Image SegmentationCode0
CaCL: Class-aware Codebook Learning for Weakly Supervised Segmentation on Diffuse Image PatternsCode0
DAWN: Domain-Adaptive Weakly Supervised Nuclei Segmentation via Cross-Task InteractionsCode0
Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image SequencesCode0
Weakly supervised segmentation of intracranial aneurysms using a novel 3D focal modulation UNetCode0
Weakly supervised segmentation with point annotations for histopathology images via contrast-based variational modelCode0
PWISeg: Point-based Weakly-supervised Instance Segmentation for Surgical InstrumentsCode0
Integral Object Mining via Online Attention AccumulationCode0
Constrained Convolutional Neural Networks for Weakly Supervised SegmentationCode0
Constrained-CNN losses for weakly supervised segmentationCode0
Competing for pixels: a self-play algorithm for weakly-supervised segmentationCode0
Robustness and Overfitting Behavior of Implicit Background ModelsCode0
High-fidelity Pseudo-labels for Boosting Weakly-Supervised SegmentationCode0
Collaborative Propagation on Multiple Instance Graphs for 3D Instance Segmentation with Single-point SupervisionCode0
ACCL: Adversarial constrained-CNN loss for weakly supervised medical image segmentationCode0
Scribble-based fast weak-supervision and interactive corrections for segmenting whole slide imagesCode0
A Baseline Statistical Method For Robust User-Assisted Multiple SegmentationCode0
HELPNet: Hierarchical Perturbations Consistency and Entropy-guided Ensemble for Scribble Supervised Medical Image SegmentationCode0
Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising ModelCode0
CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic SegmentationCode0
ZeroWaste Dataset: Towards Deformable Object Segmentation in Cluttered ScenesCode0
Self-Supervised Difference Detection for Weakly-Supervised Semantic SegmentationCode0
Self-supervised Multi-scale Consistency for Weakly Supervised Segmentation LearningCode0
Floor Plan Image Segmentation Via Scribble-Based Semi-Weakly Supervised Learning: A Style and Category-Agnostic ApproachCode0
SESS: Saliency Enhancing with Scaling and SlidingCode0
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
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