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Semantic Segmentation

Papers

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Showing 6701–6750 of 14763 papers

TitleStatusHype
Road Scene Understanding by Occupancy Grid Learning from Sparse Radar Clusters using Semantic SegmentationCode0
D-LEMA: Deep Learning Ensembles from Multiple Annotations -- Application to Skin Lesion Segmentation—0
DJMix: Unsupervised Task-agnostic Augmentation for Improving Robustness—0
DIY Graphics Tab: A Cost-Effective Alternative to Graphics Tablet for Educators—0
Divide, Ensemble and Conquer: The Last Mile on Unsupervised Domain Adaptation for Semantic Segmentation—0
Boundary-aware Instance Segmentation—0
An Elastica Geodesic Approach With Convexity Shape Prior—0
FocusNet++: Attentive Aggregated Transformations for Efficient and Accurate Medical Image Segmentation—0
Diversity-Promoting Ensemble for Medical Image Segmentation—0
Boundary-aware Information Maximization for Self-supervised Medical Image Segmentation—0
Diversity in Machine Learning—0
Diversified Dynamic Routing for Vision Tasks—0
Boundary-aware Graph Reasoning for Semantic Segmentation—0
An Efficient Style Virtual Try on Network for Clothing Business Industry—0
Diverse Sampling for Self-Supervised Learning of Semantic Segmentation—0
DiverseNet: Decision Diversified Semi-supervised Semantic Segmentation Networks for Remote Sensing Imagery—0
Adaptive Mix for Semi-Supervised Medical Image Segmentation—0
4DContrast: Contrastive Learning with Dynamic Correspondences for 3D Scene Understanding—0
An Efficient Polyp Segmentation Network—0
Distribution Regularized Self-Supervised Learning for Domain Adaptation of Semantic Segmentation—0
Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation—0
Boundary-Aware 3D Building Reconstruction From a Single Overhead Image—0
An Efficient Multi-Scale Fusion Network for 3D Organ at Risk (OAR) Segmentation—0
Distribution-aware Margin Calibration for Medical Image Segmentation—0
Towards Complementary Knowledge Distillation for Efficient Dense Image Prediction—0
An Efficiently Coupled Shape and Appearance Prior for Active Contour Segmentation—0
Distributional Instance Segmentation: Modeling Uncertainty and High Confidence Predictions with Latent-MaskRCNN—0
Distributional Gaussian Process Layers for Outlier Detection in Image Segmentation—0
Bottom-Up Top-Down Cues for Weakly-Supervised Semantic Segmentation—0
Adaptive Masked Weight Imprinting for Few-Shot Segmentation—0
4D CNN for semantic segmentation of cardiac volumetric sequences—0
2D-Guided 3D Gaussian Segmentation—0
Distributed U-net model and Image Segmentation for Lung Cancer Detection—0
Distributed Submodular Minimization via Block-Wise Updates and Communications—0
Bottom-Up Segmentation for Top-Down Detection—0
Distributed Semantic Segmentation with Efficient Joint Source and Task Decoding—0
Distributed Learning and Inference with Compressed Images—0
Bottom-up Instance Segmentation using Deep Higher-Order CRFs—0
An Efficient Instance Segmentation Approach for Extracting Fission Gas Bubbles on U-10Zr Annular Fuel—0
Distributed Iterative Gating Networks for Semantic Segmentation—0
Distributed Contrastive Learning for Medical Image Segmentation—0
Bottom-Up Instance Segmentation of Catheters for Chest X-Rays—0
Distortion-Aware Network Pruning and Feature Reuse for Real-time Video Segmentation—0
Distortion-Aware Convolutional Filters for Dense Prediction in Panoramic Images—0
Both Style and Distortion Matter: Dual-Path Unsupervised Domain Adaptation for Panoramic Semantic Segmentation—0
An Efficient Evolutionary Based Method For Image Segmentation—0
Distill-to-Label: Weakly Supervised Instance Labeling Using Knowledge Distillation—0
Distilling Spectral Graph for Object-Context Aware Open-Vocabulary Semantic Segmentation—0
Distilling Pixel-Wise Feature Similarities for Semantic Segmentation—0
Border-SegGCN: Improving Semantic Segmentation by Refining the Border Outline using Graph Convolutional Network—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