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Semantic Segmentation

Papers

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Showing 8826–8850 of 14763 papers

TitleStatusHype
Towards Panoptic 3D Parsing for Single Image in the Wild—0
Network-Agnostic Knowledge Transfer from Latent Dataset for Medical Image Segmentation—0
Weakly Supervised Semantic Segmentation using Web-Crawled Videos—0
Network-Agnostic Knowledge Transfer for Medical Image Segmentation—0
Ω-Net (Omega-Net): Fully Automatic, Multi-View Cardiac MR Detection, Orientation, and Segmentation with Deep Neural Networks—0
ν-net: Deep Learning for Generalized Biventricular Cardiac Mass and Function Parameters—0
Medical Image Segmentation with Limited Supervision: A Review of Deep Network Models—0
Weakly Supervised Semantic Segmentation Using Constrained Dominant Sets—0
Weakly Supervised Semantic Segmentation via Alternative Self-Dual Teaching—0
NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes—0
Towards Reducing Aleatoric Uncertainty for Medical Imaging Tasks—0
Microscopy Image Dataset for Deep Learning-Based Quantitative Assessment of Pulmonary Vascular Changes—0
Zero-BEV: Zero-shot Projection of Any First-Person Modality to BEV Maps—0
Microplastic Identification Using AI-Driven Image Segmentation and GAN-Generated Ecological Context—0
Towards Robust Partially Supervised Multi-Structure Medical Image Segmentation on Small-Scale Data—0
Towards Robust Online Domain Adaptive Semantic Segmentation under Adverse Weather Conditions—0
Towards Robust Part-aware Instance Segmentation for Industrial Bin Picking—0
NeRF-Pose: A First-Reconstruct-Then-Regress Approach for Weakly-supervised 6D Object Pose Estimation—0
Neither Quick Nor Proper -- Evaluation of QuickProp for Learning Deep Neural Networks—0
Towards Robust Semantic Segmentation against Patch-based Attack via Attention Refinement—0
Weakly-supervised Semantic Segmentation via Dual-stream Contrastive Learning of Cross-image Contextual Information—0
Towards Robust Video Instance Segmentation with Temporal-Aware Transformer—0
Neighborhood Spatial Aggregation MC Dropout for Efficient Uncertainty-aware Semantic Segmentation in Point Clouds—0
Towards safe deep learning: accurately quantifying biomarker uncertainty in neural network predictions—0
Towards Scalable and Generalizable Earth Observation Data Mining via Foundation Model Composition—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
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation 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