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Semantic Segmentation

Papers

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Showing 9476–9500 of 14763 papers

TitleStatusHype
Win-Win: Training High-Resolution Vision Transformers from Two Windows—0
Unsupervised Part Segmentation through Disentangling Appearance and Shape—0
Unsupervised Pathology Image Segmentation Using Representation Learning with Spherical K-means—0
Unsupervised Pre-Training for 3D Leaf Instance Segmentation—0
Wireless End-to-End Image Transmission System using Semantic Communications—0
Unsupervised Recognition of Informative Features via Tensor Network Machine Learning and Quantum Entanglement Variations—0
Unsupervised Region-Growing Network for Object Segmentation in Atmospheric Turbulence—0
Unsupervised Contrastive Learning with Simple Transformation for 3D Point Cloud Data—0
Unsupervised Reward-Driven Image Segmentation in Automated Scanning Transmission Electron Microscopy Experiments—0
Unsupervised RGBD Video Object Segmentation Using GANs—0
Multiclass Semantic Segmentation to Identify Anatomical Sub-Regions of Brain and Measure Neuronal Health in Parkinson's Disease—0
Multi-class Semantic Segmentation of Skin Lesions via Fully Convolutional Networks—0
Multiclass Segmentation using Teeth Attention Modules for Dental X-ray Images—0
Unsupervised Segmentation by Diffusing, Walking and Cutting—0
Unsupervised Segmentation Incorporating Shape Prior via Generative Adversarial Networks—0
Multi-Class Segmentation of Heterogeneous Areas in Biomedical and Environmental Images Based on the Assessment of Local Edge Density—0
Unsupervised Segmentation of 3D Medical Images Based on Clustering and Deep Representation Learning—0
Multi-class Road Defect Detection and Segmentation using Spatial and Channel-wise Attention for Autonomous Road Repairing—0
Multi-class motion-based semantic segmentation for ureteroscopy and laser lithotripsy—0
Multi-Class Micro-CT Image Segmentation Using Sparse Regularized Deep Networks—0
Multi-Class Lane Semantic Segmentation using Efficient Convolutional Networks—0
Wireless Transmission of Images With The Assistance of Multi-level Semantic Information—0
Reducing Label Dependency for Underwater Scene Understanding: A Survey of Datasets, Techniques and Applications—0
Reducing Labelled Data Requirement for Pneumonia Segmentation using Image Augmentations—0
Unsupervised semantic segmentation of urban high-density multispectral point clouds—0
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

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
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation 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