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Semantic Segmentation

Papers

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Showing 13251–13300 of 14763 papers

TitleStatusHype
TransUKAN:Computing-Efficient Hybrid KAN-Transformer for Enhanced Medical Image SegmentationCode0
Region Mutual Information Loss for Semantic SegmentationCode0
Modular Anti-noise Deep Learning Network for Robotic Grasp Detection Based on RGB ImagesCode0
Region growing using superpixels with learned shape prior.Code0
Region-based semantic segmentation with end-to-end trainingCode0
Regional Homogeneity: Towards Learning Transferable Universal Adversarial Perturbations Against DefensesCode0
Weakly Supervised Instance Segmentation using the Bounding Box Tightness PriorCode0
Traveling Waves Integrate Spatial Information Into Spectral RepresentationsCode0
Reformulating Level Sets as Deep Recurrent Neural Network Approach to Semantic SegmentationCode0
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic SegmentationCode0
Refined-Segmentation R-CNN: A Two-stage Convolutional Neural Network for Punctate White Matter Lesion Segmentation in Preterm InfantsCode0
Weakly-supervised Instance Segmentation via Class-agnostic Learning with Salient ImagesCode0
Verifiable and Energy Efficient Medical Image Analysis with Quantised Self-attentive Deep Neural NetworksCode0
Refined Deep Neural Network and U-Net for Polyps SegmentationCode0
Out-of-Distribution Detection & Applications With Ablated Learned Temperature EnergyCode0
Referring Image Segmentation via Recurrent Refinement NetworksCode0
Weakly Supervised Intracranial Hemorrhage Segmentation using Head-Wise Gradient-Infused Self-Attention Maps from a Swin Transformer in Categorical LearningCode0
Orthogonal Ensemble Networks for Biomedical Image SegmentationCode0
Modernized Training of U-Net for Aerial Semantic SegmentationCode0
Treepedia 2.0: Applying Deep Learning for Large-scale Quantification of Urban Tree CoverCode0
Addressing Model Vulnerability to Distributional Shifts over Image Transformation SetsCode0
VerSe: Integrating Multiple Queries as Prompts for Versatile Cardiac MRI SegmentationCode0
Tree-structured Kronecker Convolutional Network for Semantic SegmentationCode0
Trend-Aware Fashion Recommendation with Visual Segmentation and Semantic SimilarityCode0
TriangleNet: Edge Prior Augmented Network for Semantic Segmentation through Cross-Task ConsistencyCode0
Model Guidance via Explanations Turns Image Classifiers into Segmentation ModelsCode0
Model Doctor for Diagnosing and Treating Segmentation ErrorCode0
TridentAdapt: Learning Domain-invariance via Source-Target Confrontation and Self-induced Cross-domain AugmentationCode0
Referring Expression Object Segmentation with Caption-Aware ConsistencyCode0
Multi-Scale Context Aggregation by Dilated ConvolutionsCode0
Orientation-aware Semantic Segmentation on Icosahedron SpheresCode0
Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory & PracticeCode0
ReferDINO-Plus: 2nd Solution for 4th PVUW MeViS Challenge at CVPR 2025Code0
Reducing the Hausdorff Distance in Medical Image Segmentation with Convolutional Neural NetworksCode0
Optimizing Medical Image Segmentation with Advanced Decoder DesignCode0
Exploring Feature Representation Learning for Semi-supervised Medical Image SegmentationCode0
Uncertainty Estimation for 3D Dense Prediction via Cross-Point EmbeddingsCode0
Exploring Few-Shot Defect Segmentation in General Industrial Scenarios with Metric Learning and Vision Foundation ModelsCode0
Exploiting Temporality for Semi-Supervised Video SegmentationCode0
Exploring Flat Minima for Domain Generalization with Large Learning RatesCode0
3D-OOCS: Learning Prostate Segmentation with Inductive BiasCode0
Image Segmentation: Inducing graph-based learningCode0
Exploiting Partial Common Information Microstructure for Multi-Modal Brain Tumor SegmentationCode0
C3: Concentrated-Comprehensive Convolution and its application to semantic segmentationCode0
Exploiting Local Features and Range Images for Small Data Real-Time Point Cloud Semantic SegmentationCode0
Adaptive feature recombination and recalibration for semantic segmentation with Fully Convolutional NetworksCode0
Exploring Model Learning Heterogeneity for Boosting Ensemble RobustnessCode0
Exploring Models and Data for Image Question AnsweringCode0
ISLE: A Framework for Image Level Semantic Segmentation EnsembleCode0
Computer vision for liquid samples in hospitals and medical labs using hierarchical image segmentation and relations predictionCode0
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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