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Semantic Segmentation

Papers

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Showing 10451–10500 of 14763 papers

TitleStatusHype
Interpretable Small Training Set Image Segmentation Network Originated from Multi-Grid Variational Model—0
InterRVOS: Interaction-aware Referring Video Object Segmentation—0
Inter-Scale Dependency Modeling for Skin Lesion Segmentation with Transformer-based Networks—0
Inter-slice image augmentation based on frame interpolation for boosting medical image segmentation accuracy—0
In the Era of Prompt Learning with Vision-Language Models—0
In The Wild Ellipse Parameter Estimation for Circular Dining Plates and Bowls—0
INT: Instance-Specific Negative Mining for Task-Generic Promptable Segmentation—0
Introducing A Novel Method For Adaptive Thresholding In Brain Tumor Medical Image Segmentation—0
Introducing Fuzzy Layers for Deep Learning—0
Introducing Geometry in Active Learning for Image Segmentation—0
Introducing Hann windows for reducing edge-effects in patch-based image segmentation—0
Introducing Shape Prior Module in Diffusion Model for Medical Image Segmentation—0
Introducing VaDA: Novel Image Segmentation Model for Maritime Object Segmentation Using New Dataset—0
Introduction to Camera Pose Estimation with Deep Learning—0
Open-set learning with augmented categories by exploiting unlabelled data—0
Invariant Content Synergistic Learning for Domain Generalization of Medical Image Segmentation—0
Inverse Evolution Layers: Physics-informed Regularizers for Deep Neural Networks—0
Inverse Quantum Fourier Transform Inspired Algorithm for Unsupervised Image Segmentation—0
Inverse Renormalization Group Transformation in Bayesian Image Segmentations—0
Invertible Residual Network with Regularization for Effective Medical Image Segmentation—0
Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging—0
Investigating Self-Supervised Methods for Label-Efficient Learning—0
Investigating the feature collection for semantic segmentation via single skip connection—0
Investigating Vulnerability to Adversarial Examples on Multimodal Data Fusion in Deep Learning—0
Investigation of Energy-efficient AI Model Architectures and Compression Techniques for "Green" Fetal Brain Segmentation—0
Investigation of Frame Differences as Motion Cues for Video Object Segmentation—0
Investigations on the inference optimization techniques and their impact on multiple hardware platforms for Semantic Segmentation—0
Invisible-to-Visible: Privacy-Aware Human Instance Segmentation using Airborne Ultrasound via Collaborative Learning Variational Autoencoder—0
InvSeg: Test-Time Prompt Inversion for Semantic Segmentation—0
IoU is not submodular—0
IPatch: A Remote Adversarial Patch—0
IPixMatch: Boost Semi-supervised Semantic Segmentation with Inter-Pixel Relation—0
iPose: Instance-Aware 6D Pose Estimation of Partly Occluded Objects—0
IPPON: Common Sense Guided Informative Path Planning for Object Goal Navigation—0
Iris recognition in cases of eye pathology—0
Iris Recognition with a Database of Iris Images Obtained in Visible Light Using Smartphone Camera—0
Irregular Convolutional Neural Networks—0
ISAR: A Benchmark for Single- and Few-Shot Object Instance Segmentation and Re-Identification—0
Is Continual Learning Ready for Real-world Challenges?—0
ISCUTE: Instance Segmentation of Cables Using Text Embedding—0
Deep learning for image segmentation: veritable or overhyped?—0
Is Foreground Prototype Sufficient? Few-Shot Medical Image Segmentation with Background-Fused Prototype—0
iShape: A First Step Towards Irregular Shape Instance Segmentation—0
Is Image Super-resolution Helpful for Other Vision Tasks?—0
Ising on the Graph: Task-specific Graph Subsampling via the Ising Model—0
Is Integer Arithmetic Enough for Deep Learning Training?—0
Is Long Range Sequential Modeling Necessary For Colorectal Tumor Segmentation?—0
ISP Distillation—0
Is SAM 2 Better than SAM in Medical Image Segmentation?—0
Is Two-shot All You Need? A Label-efficient Approach for Video Segmentation in Breast Ultrasound—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