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Semantic Segmentation

Papers

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Showing 7676–7700 of 14763 papers

TitleStatusHype
iVPT: Improving Task-relevant Information Sharing in Visual Prompt Tuning by Cross-layer Dynamic Connection—0
Level generation and style enhancement -- deep learning for game development overview—0
Level Set KSVD—0
IVGF: The Fusion-Guided Infrared and Visible General Framework—0
LevelSet R-CNN: A Deep Variational Method for Instance Segmentation—0
Leverage Cross-Attention for End-to-End Open-Vocabulary Panoptic Reconstruction—0
Leverage Weakly Annotation to Pixel-wise Annotation via Zero-shot Segment Anything Model for Molecular-empowered Learning—0
IvaNet: Learning to jointly detect and segment objets with the help of Local Top-Down Modules—0
Deep learning based infrared small object segmentation: Challenges and future directions—0
ItNet: iterative neural networks with small graphs for accurate, efficient and anytime semantic segmentation—0
Leveraging Contrastive Learning for Semantic Segmentation with Consistent Labels Across Varying Appearances—0
Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation—0
Background Subtraction with Real-time Semantic Segmentation—0
Deep Learning based Defect classification and detection in SEM images: A Mask R-CNN approach—0
Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation Easier—0
Leveraging Fixed and Dynamic Pseudo-labels for Semi-supervised Medical Image Segmentation—0
Leveraging Global Binary Masks for Structure Segmentation in Medical Images—0
Deep Learning-Based Carotid Artery Vessel Wall Segmentation in Black-Blood MRI Using Anatomical Priors—0
Iteratively-Refined Interactive 3D Medical Image Segmentation with Multi-Agent Reinforcement Learning—0
Iterative Learning for Instance Segmentation—0
Leveraging in-domain supervision for unsupervised image-to-image translation tasks via multi-stream generators—0
Iterative Knowledge Exchange Between Deep Learning and Space-Time Spectral Clustering for Unsupervised Segmentation in Videos—0
Deep Learning-Based Brain Image Segmentation for Automated Tumour Detection—0
Background Noise Reduction of Attention Map for Weakly Supervised Semantic Segmentation—0
AlterSGD: Finding Flat Minima for Continual Learning by Alternative Training—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