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Semantic Segmentation

Papers

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Showing 8601–8650 of 14763 papers

TitleStatusHype
Framework-agnostic Semantically-aware Global Reasoning for Segmentation—0
Video Object of Interest Segmentation—0
Minimum Class Confusion based Transfer for Land Cover Segmentation in Rural and Urban Regions—0
Location-Aware Self-Supervised Transformers for Semantic Segmentation—0
CoupAlign: Coupling Word-Pixel with Sentence-Mask Alignments for Referring Image Segmentation—0
Make RepVGG Greater Again: A Quantization-aware ApproachCode0
Deep Active Learning for Multi-Label Classification of Remote Sensing Images—0
Geometry-Aware Network for Domain Adaptive Semantic Segmentation—0
DWRSeg: Rethinking Efficient Acquisition of Multi-scale Contextual Information for Real-time Semantic Segmentation—0
EBHI-Seg: A Novel Enteroscope Biopsy Histopathological Haematoxylin and Eosin Image Dataset for Image Segmentation Tasks—0
Component Segmentation of Engineering Drawings Using Graph Convolutional Networks—0
3D Segmentation of Humans in Point Clouds with Synthetic Data—0
Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder—0
Multi-rater Prism: Learning self-calibrated medical image segmentation from multiple ratersCode0
P2Net: A Post-Processing Network for Refining Semantic Segmentation of LiDAR Point Cloud based on Consistency of Consecutive Frames—0
Automated anomaly-aware 3D segmentation of bones and cartilages in knee MR images from the Osteoarthritis InitiativeCode0
Growing Instance Mask on Leaf—0
Extracting Semantic Knowledge from GANs with Unsupervised Learning—0
Building Resilience to Out-of-Distribution Visual Data via Input Optimization and Model Finetuning—0
Effective Utilisation of Multiple Open-Source Datasets to Improve Generalisation Performance of Point Cloud Segmentation Models—0
QuadFormer: Quadruple Transformer for Unsupervised Domain Adaptation in Power Line Segmentation of Aerial Images—0
PlasmoID: A dataset for Indonesian malaria parasite detection and segmentation in thin blood smear—0
Reducing Domain Gap in Frequency and Spatial domain for Cross-modality Domain Adaptation on Medical Image Segmentation—0
PIDS: Joint Point Interaction-Dimension Search for 3D Point CloudCode0
Neuro-Symbolic Spatio-Temporal Reasoning—0
Handling Image and Label Resolution Mismatch in Remote Sensing—0
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
Semantic-Aware Local-Global Vision Transformer—0
Rethinking Alignment and Uniformity in Unsupervised Semantic Segmentation—0
EasyMLServe: Easy Deployment of REST Machine Learning ServicesCode0
From Forks to Forceps: A New Framework for Instance Segmentation of Surgical Instruments—0
CoMFormer: Continual Learning in Semantic and Panoptic Segmentation—0
ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background SegmentationCode0
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
Deep Learning Training Procedure Augmentations—0
Degenerate Swin to Win: Plain Window-based Transformer without Sophisticated Operations—0
Copy-Pasting Coherent Depth Regions Improves Contrastive Learning for Urban-Scene SegmentationCode0
Automating Cobb Angle Measurement for Adolescent Idiopathic Scoliosis using Instance Segmentation—0
Unifying conditional and unconditional semantic image synthesis with OCO-GAN—0
A Benchmark of Long-tailed Instance Segmentation with Noisy LabelsCode0
Contrastive pretraining for semantic segmentation is robust to noisy positive pairs—0
Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR imagesCode0
EurNet: Efficient Multi-Range Relational Modeling of Spatial Multi-Relational DataCode0
How do Cross-View and Cross-Modal Alignment Affect Representations in Contrastive Learning?—0
SPCXR: Self-supervised Pretraining using Chest X-rays Towards a Domain Specific Foundation Model—0
One Class One Click: Quasi Scene-level Weakly Supervised Point Cloud Semantic Segmentation with Active Learning—0
ONeRF: Unsupervised 3D Object Segmentation from Multiple Views—0
Out-of-Candidate Rectification for Weakly Supervised Semantic Segmentation—0
Rethinking Implicit Neural Representations for Vision Learners—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