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Semantic Segmentation

Papers

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Showing 7901–7950 of 14763 papers

TitleStatusHype
A Weakly Supervised Method for Instance Segmentation of Biological Cells—0
A Low Rank Promoting Prior for Unsupervised Contrastive Learning—0
ODES: Domain Adaptation with Expert Guidance for Online Medical Image Segmentation—0
3D Segmentation Learning from Sparse Annotations and Hierarchical Descriptors—0
Investigation of Energy-efficient AI Model Architectures and Compression Techniques for "Green" Fetal Brain Segmentation—0
Investigating Vulnerability to Adversarial Examples on Multimodal Data Fusion in Deep Learning—0
Investigating the feature collection for semantic segmentation via single skip connection—0
Investigating Self-Supervised Methods for Label-Efficient Learning—0
Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging—0
A locally statistical active contour model for SAR image segmentation can be solved by denoising algorithms—0
Invertible Residual Network with Regularization for Effective Medical Image Segmentation—0
Low-rank Adaptation-based All-Weather Removal for Autonomous Navigation—0
Low-Rank Continual Pyramid Vision Transformer: Incrementally Segment Whole-Body Organs in CT with Light-Weighted Adaptation—0
Low-Rank Mixture-of-Experts for Continual Medical Image Segmentation—0
Inverse Renormalization Group Transformation in Bayesian Image Segmentations—0
Inverse Quantum Fourier Transform Inspired Algorithm for Unsupervised Image Segmentation—0
Deep Hierarchical Parsing for Semantic Segmentation—0
Inverse Evolution Layers: Physics-informed Regularizers for Deep Neural Networks—0
Deep Grouping Model for Unified Perceptual Parsing—0
A Waste Copper Granules Rating System Based on Machine Vision—0
A Locally Adapting Technique for Boundary Detection using Image Segmentation—0
Invariant Content Synergistic Learning for Domain Generalization of Medical Image Segmentation—0
Open-set learning with augmented categories by exploiting unlabelled data—0
LSegDiff: A Latent Diffusion Model for Medical Image Segmentation—0
Introduction to Camera Pose Estimation with Deep Learning—0
Introducing VaDA: Novel Image Segmentation Model for Maritime Object Segmentation Using New Dataset—0
Deep GrabCut for Object Selection—0
Introducing Shape Prior Module in Diffusion Model for Medical Image Segmentation—0
Introducing Hann windows for reducing edge-effects in patch-based image segmentation—0
Language-guided Scale-aware MedSegmentor for Lesion Segmentation in Medical Imaging—0
DeepGI: An Automated Approach for Gastrointestinal Tract Segmentation in MRI Scans—0
Introducing Geometry in Active Learning for Image Segmentation—0
Introducing Fuzzy Layers for Deep Learning—0
LSVOS Challenge 3rd Place Report: SAM2 and Cutie based VOS—0
Deep Geodesic Learning for Segmentation and Anatomical Landmarking—0
A Local-Global Approach to Semantic Segmentation in Aerial Images—0
Introducing A Novel Method For Adaptive Thresholding In Brain Tumor Medical Image Segmentation—0
Deep Generative Model-based Quality Control for Cardiac MRI Segmentation—0
DeepGamble: Towards unlocking real-time player intelligence using multi-layer instance segmentation and attribute detection—0
A Local Active Contour Model for Image Segmentation with Intensity Inhomogeneity—0
Active Learning for Point Cloud Semantic Segmentation via Spatial-Structural Diversity Reasoning—0
INT: Instance-Specific Negative Mining for Task-Generic Promptable Segmentation—0
In The Wild Ellipse Parameter Estimation for Circular Dining Plates and Bowls—0
In the Era of Prompt Learning with Vision-Language Models—0
Inter-slice image augmentation based on frame interpolation for boosting medical image segmentation accuracy—0
Deep FusionNet for Point Cloud Semantic Segmentation—0
Lung image segmentation by generative adversarial networks—0
CT-LungNet: A Deep Learning Framework for Precise Lung Tissue Segmentation in 3D Thoracic CT Scans—0
A Vanilla Multi-Task Framework for Dense Visual Prediction Solution to 1st VCL Challenge -- Multi-Task Robustness Track—0
Inter-Scale Dependency Modeling for Skin Lesion Segmentation with Transformer-based Networks—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
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