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Semantic Segmentation

Papers

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Showing 4851–4875 of 14763 papers

TitleStatusHype
Deep Learning Markov Random Field for Semantic Segmentation—0
Base Layer Efficiency in Scalable Human-Machine Coding—0
Deep Learning in Multi-organ Segmentation—0
Deep Learning in Medical Ultrasound Image Segmentation: a Review—0
A method for supervoxel-wise association studies of age and other non-imaging variables from coronary computed tomography angiograms—0
Completely Weakly Supervised Class-Incremental Learning for Semantic Segmentation—0
Generalization Bounds for Convolutional Neural Networks—0
Generalized Class Discovery in Instance Segmentation—0
Deep Learning Hyperspectral Image Classification Using Multiple Class-based Denoising Autoencoders, Mixed Pixel Training Augmentation, and Morphological Operations—0
Deep Learning from Parametrically Generated Virtual Buildings for Real-World Object Recognition—0
A Metacognitive Approach to Out-of-Distribution Detection for Segmentation—0
BARNet: Bilinear Attention Network with Adaptive Receptive Fields for Surgical Instrument Segmentation—0
3D Semantic Mapping from Arthroscopy using Out-of-distribution Pose and Depth and In-distribution Segmentation Training—0
Generalizable multi-task, multi-domain deep segmentation of sparse pediatric imaging datasets via multi-scale contrastive regularization and multi-joint anatomical priors—0
Deep Learning for Semantic Segmentation on Minimal Hardware—0
Deep learning for semantic segmentation of remote sensing images with rich spectral content—0
Deep Learning for Semantic Part Segmentation with High-Level Guidance—0
Deep Learning for Ranking Response Surfaces with Applications to Optimal Stopping Problems—0
Active Testing: An Efficient and Robust Framework for Estimating Accuracy—0
Deep Learning for Object Saliency Detection and Image Segmentation—0
Balancing Robustness and Efficiency in Embedded DNNs Through Activation Function Selection—0
Deep Learning for Multi-Task Medical Image Segmentation in Multiple Modalities—0
Balancing Multi-Target Semi-Supervised Medical Image Segmentation with Collaborative Generalist and Specialists—0
AME: Attention and Memory Enhancement in Hyper-Parameter Optimization—0
Active Self-Training for Weakly Supervised 3D Scene Semantic Segmentation—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