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Semantic Segmentation

Papers

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Showing 6451–6500 of 14763 papers

TitleStatusHype
Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image SegmentationCode1
Medical Image Segmentation Review: The success of U-NetCode2
Semantic-Aware Local-Global Vision Transformer—0
Exploring Consistency in Cross-Domain Transformer for Domain Adaptive Semantic SegmentationCode1
Conditioning Covert Geo-Location (CGL) Detection on Semantic Class Information—0
A Knowledge-based Learning Framework for Self-supervised Pre-training Towards Enhanced Recognition of Biomedical Microscopy ImagesCode0
SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic SegmentationCode1
Meta Architecture for Point Cloud AnalysisCode1
Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic SegmentationCode1
EasyMLServe: Easy Deployment of REST Machine Learning ServicesCode0
Human-machine Interactive Tissue Prototype Learning for Label-efficient Histopathology Image SegmentationCode1
From Forks to Forceps: A New Framework for Instance Segmentation of Surgical Instruments—0
CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image FusionCode2
1st Place Solution to NeurIPS 2022 Challenge on Visual Domain AdaptationCode1
Rethinking Alignment and Uniformity in Unsupervised Semantic Segmentation—0
Unifying conditional and unconditional semantic image synthesis with OCO-GAN—0
Unsupervised Continual Semantic Adaptation through Neural RenderingCode1
RbA: Segmenting Unknown Regions Rejected by AllCode1
Copy-Pasting Coherent Depth Regions Improves Contrastive Learning for Urban-Scene SegmentationCode0
Degenerate Swin to Win: Plain Window-based Transformer without Sophisticated Operations—0
Deep Learning Training Procedure Augmentations—0
DoubleU-NetPlus: A Novel Attention and Context Guided Dual U-Net with Multi-Scale Residual Feature Fusion Network for Semantic Segmentation of Medical Images—0
ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background SegmentationCode0
Automating Cobb Angle Measurement for Adolescent Idiopathic Scoliosis using Instance Segmentation—0
A Strong Baseline for Generalized Few-Shot Semantic SegmentationCode1
CoMFormer: Continual Learning in Semantic and Panoptic Segmentation—0
Language-Assisted 3D Feature Learning for Semantic Scene UnderstandingCode1
Cross-Domain Ensemble Distillation for Domain GeneralizationCode1
MUSTER: A Multi-scale Transformer-based Decoder for Semantic SegmentationCode1
Contrastive pretraining for semantic segmentation is robust to noisy positive pairs—0
CasFusionNet: A Cascaded Network for Point Cloud Semantic Scene Completion by Dense Feature FusionCode1
Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR imagesCode0
A Benchmark of Long-tailed Instance Segmentation with Noisy LabelsCode0
How do Cross-View and Cross-Modal Alignment Affect Representations in Contrastive Learning?—0
FLAIR #1: semantic segmentation and domain adaptation datasetCode1
Fast-iTPN: Integrally Pre-Trained Transformer Pyramid Network with Token MigrationCode2
EurNet: Efficient Multi-Range Relational Modeling of Spatial Multi-Relational DataCode0
One Class One Click: Quasi Scene-level Weakly Supervised Point Cloud Semantic Segmentation with Active Learning—0
SPCXR: Self-supervised Pretraining using Chest X-rays Towards a Domain Specific Foundation Model—0
Peekaboo: Text to Image Diffusion Models are Zero-Shot SegmentorsCode1
Rethinking Implicit Neural Representations for Vision Learners—0
ONeRF: Unsupervised 3D Object Segmentation from Multiple Views—0
Dual Prototype Attention for Unsupervised Video Object SegmentationCode1
Conv2Former: A Simple Transformer-Style ConvNet for Visual RecognitionCode1
CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image SegmentationCode1
ISIM: Iterative Self-Improved Model for Weakly Supervised SegmentationCode1
Synthetic Data for Semantic Image Segmentation of Imagery of Unmanned Spacecraft—0
OCTET: Object-aware Counterfactual ExplanationsCode1
VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse ConditionsCode1
Progressive Learning with Cross-Window Consistency for Semi-Supervised 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