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Semantic Segmentation

Papers

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Showing 5451–5475 of 14763 papers

TitleStatusHype
How Certain are Uncertainty Estimates? Three Novel Earth Observation Datasets for Benchmarking Uncertainty Quantification in Machine Learning—0
AutoBSS: An Efficient Algorithm for Block Stacking Style Search—0
Cross-Modal Self-Attention Distillation for Prostate Cancer Segmentation—0
Auto-Annotation Quality Prediction for Semi-Supervised Learning with Ensembles—0
A Computer Vision Pipeline for Automated Determination of Cardiac Structure and Function and Detection of Disease by Two-Dimensional Echocardiography—0
Uncertainty categories in medical image segmentation: a study of source-related diversity—0
How inter-rater variability relates to aleatoric and epistemic uncertainty: a case study with deep learning-based paraspinal muscle segmentation—0
Cross-modality Knowledge Transfer for Prostate Segmentation from CT Scans—0
AutoAdapt: Automated Segmentation Network Search for Unsupervised Domain Adaptation—0
Cross-Modality Domain Adaptation for Freespace Detection: A Simple yet Effective Baseline—0
A Computation-Efficient CNN System for High-Quality Brain Tumor Segmentation—0
Cross-modal & Cross-domain Learning for Unsupervised LiDAR Semantic Segmentation—0
AURA : Automatic Mask Generator using Randomized Input Sampling for Object Removal—0
Cross-modal and Cross-domain Knowledge Transfer for Label-free 3D Segmentation—0
A Universal Degradation-based Bridging Technique for Domain Adaptive Semantic Segmentation—0
AI-based Automatic Segmentation of Prostate on Multi-modality Images: A Review—0
Enhancing Salient Object Segmentation Through Attention—0
CrossMatch: Source-Free Domain Adaptive Semantic Segmentation via Cross-Modal Consistency Training—0
A Unifying Family of Data-Adaptive Partitioning Algorithms—0
A Uniform Representation Learning Method for OCT-based Fingerprint Presentation Attack Detection and Reconstruction—0
AI-based automated active learning for discovery of hidden dynamic processes: A use case in light microscopy—0
A Hyperspectral and RGB Dataset for Building Facade Segmentation—0
Computational framework for the generation of one-dimensional vascular models accounting for uncertainty in networks extracted from medical images—0
HoughToRadon Transform: New Neural Network Layer for Features Improvement in Projection Space—0
How Low Can We Go? Pixel Annotation for Semantic Segmentation—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified