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Semantic Segmentation

Papers

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Showing 9051–9075 of 14763 papers

TitleStatusHype
Full-Duplex Strategy for Video Object SegmentationCode1
BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene SegmentationCode0
Dynamic Semantic Occupancy Mapping using 3D Scene Flow and Closed-Form Bayesian InferenceCode1
Simpler is Better: Few-shot Semantic Segmentation with Classifier Weight TransformerCode1
Semantic Segmentation and Object Detection Towards Instance Segmentation: Breast Tumor Identification—0
Medical image segmentation with imperfect 3D bounding boxes—0
Source-Free Domain Adaptation for Image SegmentationCode1
Simultaneous Semantic and Collision Learning for 6-DoF Grasp Pose Estimation—0
Out-of-Domain Generalization from a Single Source: An Uncertainty Quantification Approach—0
Attention-based fusion of semantic boundary and non-boundary information to improve semantic segmentation—0
Hierarchical Aggregation for 3D Instance SegmentationCode1
Deep Neural Networks and PIDE discretizations—0
LSENet: Location and Seasonality Enhanced Network for Multi-Class Ocean Front Detection—0
A Low Rank Promoting Prior for Unsupervised Contrastive Learning—0
Global and Local Texture Randomization for Synthetic-to-Real Semantic Segmentation—0
Unifying Nonlocal Blocks for Neural NetworksCode1
Shape Modeling with Spline PartitionsCode0
Specialize and Fuse: Pyramidal Output Representation for Semantic Segmentation—0
Free Lunch for Co-Saliency Detection: Context Adjustment—0
Adaptive Path Planning for UAV-based Multi-Resolution Semantic Segmentation—0
Improving Aleatoric Uncertainty Quantification in Multi-Annotated Medical Image Segmentation with Normalizing FlowsCode1
Boosting Few-shot Semantic Segmentation with Transformers—0
Human-In-The-Loop Document Layout Analysis—0
Dynamic Feature Regularized Loss for Weakly Supervised Semantic Segmentation—0
Adaptive Affinity Loss and Erroneous Pseudo-Label Refinement for Weakly Supervised Semantic 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