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Semantic Segmentation

Papers

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Showing 4751–4800 of 14763 papers

TitleStatusHype
Dynamic Token Pruning in Plain Vision Transformers for Semantic SegmentationCode1
Synthetic Instance Segmentation from Semantic Image Segmentation MasksCode1
Hierarchical Semantic Contrast for Weakly Supervised Semantic SegmentationCode1
Learning to Generate Training Datasets for Robust Semantic SegmentationCode0
Differential Privacy for Adaptive Weight Aggregation in Federated Tumor Segmentation—0
A Satellite Imagery Dataset for Long-Term Sustainable Development in United States CitiesCode1
Lowis3D: Language-Driven Open-World Instance-Level 3D Scene Understanding—0
Improving Pixel-based MIM by Reducing Wasted Modeling Capability—0
Boundary Difference Over Union Loss For Medical Image SegmentationCode1
Diffusion Model for Camouflaged Object DetectionCode0
MonoNext: A 3D Monocular Object Detection with ConvNext—0
Multispectral Image Segmentation in Agriculture: A Comprehensive Study on Fusion ApproachesCode0
Universal Adversarial Defense in Remote Sensing Based on Pre-trained Denoising Diffusion ModelsCode1
Transferable Attack for Semantic SegmentationCode0
Domain Adaptation for Medical Image Segmentation using Transformation-Invariant Self-TrainingCode0
Detecting diabetic retinopathy severity through fundus images using an ensemble of classifiers—0
DiffPose: SpatioTemporal Diffusion Model for Video-Based Human Pose Estimation—0
A hybrid approach for improving U-Net variants in medical image segmentation—0
Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging—0
Audio-Visual Segmentation by Exploring Cross-Modal Mutual Semantics—0
Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 ChallengesCode1
3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching between 3D and 2D NetworksCode1
ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class EmbeddingCode1
Unsupervised Decomposition Networks for Bias Field Correction in MR ImageCode0
A 3D deep learning classifier and its explainability when assessing coronary artery disease—0
Cross-dimensional transfer learning in medical image segmentation with deep learningCode0
CMDA: Cross-Modality Domain Adaptation for Nighttime Semantic SegmentationCode1
XMem++: Production-level Video Segmentation From Few Annotated FramesCode2
OAFuser: Towards Omni-Aperture Fusion for Light Field Semantic SegmentationCode1
Prompt Guided Transformer for Multi-Task Dense PredictionCode1
Scale-aware Test-time Click Adaptation for Pulmonary Nodule and Mass SegmentationCode0
MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical Image SegmentationCode1
pCTFusion: Point Convolution-Transformer Fusion with Semantic Aware Loss for Outdoor LiDAR Point Cloud SegmentationCode0
To Adapt or Not to Adapt? Real-Time Adaptation for Semantic SegmentationCode1
GenCo: An Auxiliary Generator from Contrastive Learning for Enhanced Few-Shot Learning in Remote Sensing—0
Visual Saliency Detection in Advanced Driver Assistance Systems—0
Tracking Anything in High QualityCode2
Technical note: ShinyAnimalCV: open-source cloud-based web application for object detection, segmentation, and three-dimensional visualization of animals using computer visionCode0
Pre-Training with Diffusion models for Dental Radiography segmentation—0
Self-supervised Few-shot Learning for Semantic Segmentation: An Annotation-free ApproachCode1
Multi-modal Learning with Missing Modality via Shared-Specific Feature ModellingCode1
Resolution-Aware Design of Atrous Rates for Semantic Segmentation Networks—0
Topology-aware Robust Optimization for Out-of-distribution GeneralizationCode0
Unite-Divide-Unite: Joint Boosting Trunk and Structure for High-accuracy Dichotomous Image SegmentationCode1
Role of Image Acquisition and Patient Phenotype Variations in Automatic Segmentation Model Generalization—0
Deepfake Image Generation for Improved Brain Tumor Segmentation—0
Causal reasoning in typical computer vision tasks—0
Hybrid Representation-Enhanced Sampling for Bayesian Active Learning in Musculoskeletal Segmentation of Lower ExtremitiesCode0
Improving Semi-Supervised Semantic Segmentation with Dual-Level Siamese Structure NetworkCode1
Fluorescent Neuronal Cells v2: Multi-Task, Multi-Format Annotations for Deep Learning in Microscopy—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
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