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Semantic Segmentation

Papers

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Showing 6551–6575 of 14763 papers

TitleStatusHype
Confidence-Guided Unsupervised Domain Adaptation for Cerebellum Segmentation—0
Fully Self-Supervised Learning for Semantic Segmentation—0
Fully Hyperbolic Convolutional Neural Networks—0
Implicit Label Augmentation on Partially Annotated Clips via Temporally-Adaptive Features Learning—0
Implicit Modeling -- A Generalization of Discriminative and Generative Approaches—0
DaF-BEVSeg: Distortion-aware Fisheye Camera based Bird's Eye View Segmentation with Occlusion Reasoning—0
Confidence Estimation via Auxiliary Models—0
A State-of-the-art Survey of U-Net in Microscopic Image Analysis: from Simple Usage to Structure Mortification—0
(AF)2-S3Net: Attentive Feature Fusion with Adaptive Feature Selection for Sparse Semantic Segmentation Network—0
A Classifier-Free Incremental Learning Framework for Scalable Medical Image Segmentation—0
Fully Convolutional Neural Networks for Raw Eye Tracking Data Segmentation, Generation, and Reconstruction—0
Implicit U-Net for volumetric medical image segmentation—0
Confidence Calibration for Object Detection and Segmentation—0
LACOSTE: Exploiting stereo and temporal contexts for surgical instrument segmentation—0
Importance-Aware Semantic Segmentation in Self-Driving with Discrete Wasserstein Training—0
Automatically Designing CNN Architectures for Medical Image Segmentation—0
Fully Convolutional Neural Networks for Crowd Segmentation—0
Fully Convolutional Neural Network for Semantic Segmentation of Anatomical Structure and Pathologies in Colour Fundus Images Associated with Diabetic Retinopathy—0
Importance of Image Enhancement Techniques in Color Image Segmentation: A Comprehensive and Comparative Study—0
Importance of Self-Consistency in Active Learning for Semantic Segmentation—0
DANCE: DAta-Network Co-optimization for Efficient Segmentation Model Training and Inference—0
Automatically Searching for U-Net Image Translator Architecture—0
Improved Block Merging for 3D Point Cloud Instance Segmentation—0
Improved Crop and Weed Detection with Diverse Data Ensemble Learning—0
Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation—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