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Segmentation

Papers

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Showing 5901–5950 of 13072 papers

TitleStatusHype
Semi-Supervised Semantic Segmentation of Cell Nuclei via Diffusion-based Large-Scale Pre-Training and Collaborative Learning—0
Learning Unbiased Image Segmentation: A Case Study with Plain Knee Radiographs—0
Data Augmentation-Based Unsupervised Domain Adaptation In Medical Imaging—0
AquaSAM: Underwater Image Foreground SegmentationCode0
Character-level NMT and language similarity—0
Expression Prompt Collaboration Transformer for Universal Referring Video Object SegmentationCode0
Adaptive Semi-Supervised Segmentation of Brain Vessels with Ambiguous LabelsCode0
Redesigning Out-of-Distribution Detection on 3D Medical Images—0
Nerve Block Target Localization and Needle Guidance for Autonomous Robotic Ultrasound Guided Regional Anesthesia—0
Prototype Learning for Out-of-Distribution Polyp SegmentationCode0
Keyword Spotting Simplified: A Segmentation-Free Approach using Character Counting and CTC re-scoringCode0
Feature Decoupling-Recycling Network for Fast Interactive Segmentation—0
Enhancing Nucleus Segmentation with HARU-Net: A Hybrid Attention Based Residual U-Blocks Network—0
Syn-Mediverse: A Multimodal Synthetic Dataset for Intelligent Scene Understanding of Healthcare Facilities—0
Weakly supervised segmentation of intracranial aneurysms using a novel 3D focal modulation UNetCode0
Microvasculature Segmentation in Human BioMolecular Atlas Program (HuBMAP)—0
Semi-supervised Learning for Segmentation of Bleeding Regions in Video Capsule Endoscopy—0
Deep Semantic Model Fusion for Ancient Agricultural Terrace DetectionCode0
Uncertainty Estimation and Propagation in Accelerated MRI ReconstructionCode0
On the Calibration of Uncertainty Estimation in LiDAR-based Semantic Segmentation—0
Learning Referring Video Object Segmentation from Weak Annotation—0
Brain MRI Segmentation using Template-Based Training and Visual Perception Augmentation—0
Dynamic Token-Pass Transformers for Semantic Segmentation—0
BEVControl: Accurately Controlling Street-view Elements with Multi-perspective Consistency via BEV Sketch Layout—0
Numerical Uncertainty of Convolutional Neural Networks Inference for Structural Brain MRI Analysis—0
DiffusePast: Diffusion-based Generative Replay for Class Incremental Semantic Segmentation—0
Detection and Segmentation of Cosmic Objects Based on Adaptive Thresholding and Back Propagation Neural Network—0
Multi-task learning for classification, segmentation, reconstruction, and detection on chest CT scans—0
Decomposing and Coupling Saliency Map for Lesion Segmentation in Ultrasound Images—0
Data-Centric Diet: Effective Multi-center Dataset Pruning for Medical Image Segmentation—0
Push the Boundary of SAM: A Pseudo-label Correction Framework for Medical Segmentation—0
Differential Privacy for Adaptive Weight Aggregation in Federated Tumor Segmentation—0
Lowis3D: Language-Driven Open-World Instance-Level 3D Scene Understanding—0
Learning to Generate Training Datasets for Robust Semantic SegmentationCode0
DPMix: Mixture of Depth and Point Cloud Video Experts for 4D Action Segmentation—0
Towards Imbalanced Motion: Part-Decoupling Network for Video Portrait Segmentation—0
A hybrid approach for improving U-Net variants in medical image segmentation—0
Audio-Visual Segmentation by Exploring Cross-Modal Mutual Semantics—0
Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging—0
Identification of Driving Heterogeneity using Action-chains—0
Contrastive Conditional Latent Diffusion for Audio-visual SegmentationCode0
Hierarchical Semi-Supervised Learning Framework for Surgical Gesture Segmentation and Recognition Based on Multi-Modality Data—0
Transferable Attack for Semantic SegmentationCode0
C-DARL: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation—0
Multispectral Image Segmentation in Agriculture: A Comprehensive Study on Fusion ApproachesCode0
Ensemble Learning with Residual Transformer for Brain Tumor Segmentation—0
SelfSeg: A Self-supervised Sub-word Segmentation Method for Neural Machine Translation—0
Unsupervised Decomposition Networks for Bias Field Correction in MR ImageCode0
Cross-dimensional transfer learning in medical image segmentation with deep learningCode0
Interpolation-Split: a data-centric deep learning approach with big interpolated data to boost airway segmentation performance—0
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified