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Semantic Segmentation

Papers

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Showing 7851–7900 of 14763 papers

TitleStatusHype
Cell segmentation from telecentric bright-field transmitted light microscopy images using a Residual Attention U-Net: a case study on HeLa line—0
PaCa-ViT: Learning Patch-to-Cluster Attention in Vision TransformersCode1
Improving Generalization in Federated Learning by Seeking Flat MinimaCode1
CP2: Copy-Paste Contrastive Pretraining for Semantic SegmentationCode1
Scalable Video Object Segmentation with Identification MechanismCode2
Focal Modulation NetworksCode2
A Binary Characterization Method for Shape Convexity and Applications—0
On the Effect of Pre-Processing and Model Complexity for Plastic Analysis Using Short-Wave-Infrared Hyper-Spectral Imaging—0
Generative Adversarial Network for Future Hand Segmentation from Egocentric VideoCode0
Test-time Adaptation with Slot-Centric ModelsCode1
Improving anatomical plausibility in medical image segmentation via hybrid graph neural networks: applications to chest x-ray analysisCode1
Dense Siamese Network for Dense Unsupervised LearningCode1
Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal DistillationCode1
TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers—0
Tree Energy Loss: Towards Sparsely Annotated Semantic SegmentationCode1
Slice Imputation: Intermediate Slice Interpolation for Anisotropic 3D Medical Image Segmentation—0
Semantic Segmentation with Active Semi-Supervised Learning—0
Robust Visual Tracking by SegmentationCode1
TVConv: Efficient Translation Variant Convolution for Layout-aware Visual ProcessingCode1
Soft-CP: A Credible and Effective Data Augmentation for Semantic Segmentation of Medical Lesions—0
Adversarial Mutual Leakage Network for Cell Image Segmentation—0
Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation—0
Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-LearningCode0
SOLIS: Autonomous Solubility Screening using Deep Neural Networks—0
Unbiased Subclass Regularization for Semi-Supervised Semantic SegmentationCode1
Local-Global Context Aware Transformer for Language-Guided Video SegmentationCode1
ESS: Learning Event-based Semantic Segmentation from Still ImagesCode1
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic SegmentationCode1
CodedVTR: Codebook-based Sparse Voxel Transformer with Geometric Guidance—0
Closing the Generalization Gap of Cross-silo Federated Medical Image Segmentation—0
Label conditioned segmentationCode0
Delta Distillation for Efficient Video ProcessingCode0
Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic SegmentationCode1
Transframer: Arbitrary Frame Prediction with Generative Models—0
PanoFormer: Panorama Transformer for Indoor 360 Depth EstimationCode1
TO-Scene: A Large-scale Dataset for Understanding 3D Tabletop ScenesCode1
An Active Contour Model with Local Variance Force Term and Its Efficient Minimization Solver for Multi-phase Image Segmentation—0
DATA: Domain-Aware and Task-Aware Self-supervised LearningCode1
A Survey on Infrared Image and Video Sets—0
3D-UCaps: 3D Capsules Unet for Volumetric Image SegmentationCode1
Graph Flow: Cross-layer Graph Flow Distillation for Dual Efficient Medical Image SegmentationCode1
Computer Vision Algorithm for Predicting the Welding Efficiency of Friction Stir Welded Copper Joints from its Microstructures—0
Data Efficient 3D Learner via Knowledge Transferred from 2D ModelCode1
CapsNet for Medical Image Segmentation—0
Layer Ensembles: A Single-Pass Uncertainty Estimation in Deep Learning for Segmentation—0
A DEEP LEARNING PIPELINE FOR BREAST CANCER KI-67PROLIFERATION INDEX SCORING—0
Hyperbolic Uncertainty Aware Semantic Segmentation—0
Unsupervised Semantic Segmentation by Distilling Feature CorrespondencesCode2
RBC: Rectifying the Biased Context in Continual Semantic Segmentation—0
The Structured Abstain Problem and the Lovász Hinge—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