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Semantic Segmentation

Papers

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Showing 6701–6725 of 14763 papers

TitleStatusHype
Self-Supervised Learning via Conditional Motion PropagationCode0
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
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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