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Semantic Segmentation

Papers

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Showing 8026–8050 of 14763 papers

TitleStatusHype
Mamba-Reg: Vision Mamba Also Needs Registers—0
Color image segmentation based on a convex K-means approach—0
Adversarially robust segmentation models learn perceptually-aligned gradients—0
Monocular Dense 3D Reconstruction of a Complex Dynamic Scene from Two Perspective Frames—0
Monocular Robot Navigation with Self-Supervised Pretrained Vision Transformers—0
Morphological segmentation of hyperspectral images—0
Federated EndoViT: Pretraining Vision Transformers via Federated Learning on Endoscopic Image Collections—0
Colon Nuclei Instance Segmentation using a Probabilistic Two-Stage Detector—0
Federated Data Model—0
Mango Tree Net -- A fully convolutional network for semantic segmentation and individual crown detection of mango trees—0
Collective Robustness Certificates: Exploiting Interdependence in Graph Neural Networks—0
Discwise Active Learning for LiDAR Semantic Segmentation—0
Manifold-driven Attention Maps for Weakly Supervised Segmentation—0
A Satellite Band Selection Framework for Amazon Forest Deforestation Detection Task—0
Federated Contrastive Learning for Volumetric Medical Image Segmentation—0
Map-aided annotation for pole base detection—0
Collective Robustness Certificates—0
ASAP: Accurate semantic segmentation for real time performance—0
Collective Perception Datasets for Autonomous Driving: A Comprehensive Review—0
Adversarially Masking Synthetic To Mimic Real: Adaptive Noise Injection for Point Cloud Segmentation Adaptation—0
Mapping Temporary Slums from Satellite Imagery using a Semi-Supervised Approach—0
Accuracy Improvement of Cell Image Segmentation Using Feedback Former—0
FedDP: Privacy-preserving method based on federated learning for histopathology image segmentation—0
Feature Sharing Cooperative Network for Semantic Segmentation—0
Feature Sensitive Label Fusion with Random Walker for Atlas-based 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