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Semantic Segmentation

Papers

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Showing 4776–4800 of 14763 papers

TitleStatusHype
Deep Neural Networks Learn Meta-Structures from Noisy Labels in Semantic Segmentation—0
Bayesian Self-Training for Semi-Supervised 3D Segmentation—0
GANtruth - an unpaired image-to-image translation method for driving scenarios—0
GAN- vs. JPEG2000 Image Compression for Distributed Automotive Perception: Higher Peak SNR Does Not Mean Better Semantic Segmentation—0
GAUDA: Generative Adaptive Uncertainty-guided Diffusion-based Augmentation for Surgical Segmentation—0
Deep Neural Networks for Automatic Grain-matrix Segmentation in Plane and Cross-polarized Sandstone Photomicrographs—0
Deep Neural Networks and PIDE discretizations—0
Bayesian SegNet for Semantic Segmentation with Improved Interpretation of Microstructural Evolution During Irradiation of Materials—0
Deep Neural Network Pruning for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images—0
Deep Neural Network for 3D Surface Segmentation based on Contour Tree Hierarchy—0
ACT: Semi-supervised Domain-adaptive Medical Image Segmentation with Asymmetric Co-training—0
Bayesian Prediction of Future Street Scenes through Importance Sampling based Optimization—0
Deep Multi-Task Networks For Occluded Pedestrian Pose Estimation—0
Amodal Instance Segmentation with Diffusion Shape Prior Estimation—0
Deep multi-task learning for a geographically-regularized semantic segmentation of aerial images—0
Deep Multi-Scale U-Net Architecture and Label-Noise Robust Training Strategies for Histopathological Image Segmentation—0
Bayesian optimization for modular black-box systems with switching costs—0
Actor-Action Semantic Segmentation with Grouping Process Models—0
Deep Multiphase Level Set for Scene Parsing—0
Deep Multimodal Fusion for Semantic Segmentation of Remote Sensing Earth Observation Data—0
Bayesian nonparametric image segmentation using a generalized Swendsen-Wang algorithm—0
Deep Multi-Magnification Networks for Multi-Class Breast Cancer Image Segmentation—0
Bayesian Neural Networks for Uncertainty Estimation of Imaging Biomarkers—0
Deep Multi Label Classification in Affine Subspaces—0
Deep Multi-Branch Aggregation Network for Real-Time Semantic Segmentation in Street Scenes—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