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Semantic Segmentation

Papers

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Showing 13451–13500 of 14763 papers

TitleStatusHype
Diversity in Machine Learning—0
Diversity-Promoting Ensemble for Medical Image Segmentation—0
FocusNet++: Attentive Aggregated Transformations for Efficient and Accurate Medical Image Segmentation—0
Divide, Ensemble and Conquer: The Last Mile on Unsupervised Domain Adaptation for Semantic Segmentation—0
DIY Graphics Tab: A Cost-Effective Alternative to Graphics Tablet for Educators—0
DJMix: Unsupervised Task-agnostic Augmentation for Improving Robustness—0
D-LEMA: Deep Learning Ensembles from Multiple Annotations -- Application to Skin Lesion Segmentation—0
DmADs-Net: Dense multiscale attention and depth-supervised network for medical image segmentation—0
DMCE: Diffusion Model Channel Enhancer for Multi-User Semantic Communication Systems—0
DMC-Net: Lightweight Dynamic Multi-Scale and Multi-Resolution Convolution Network for Pancreas Segmentation in CT Images—0
DMCNN: A Deep Multiscale Convolutional Neural Network Model for Medical Image Segmentation—0
DMML-Net: Deep Metametric Learning for Few-Shot Geographic Object Segmentation in Remote Sensing Imagery—0
DMNR: Unsupervised De-noising of Point Clouds Corrupted by Airborne Particles—0
DMSANet: Dual Multi Scale Attention Network—0
DNN-Driven Compressive Offloading for Edge-Assisted Semantic Video Segmentation—0
D-NPC: Dynamic Neural Point Clouds for Non-Rigid View Synthesis from Monocular Video—0
DocBed: A Multi-Stage OCR Solution for Documents with Complex Layouts—0
DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning—0
Document Structure Extraction using Prior based High Resolution Hierarchical Semantic Segmentation—0
Do Deep Neural Networks for Segmentation Understand Insideness?—0
Does Non-COVID19 Lung Lesion Help? Investigating Transferability in COVID-19 CT Image Segmentation—0
Does Robustness on ImageNet Transfer to Downstream Tasks?—0
Does SAM dream of EIG? Characterizing Interactive Segmenter Performance using Expected Information Gain—0
Domain Adaptation for Semantic Segmentation via Patch-Wise Contrastive Learning—0
Domain Adaptation for Structured Output via Disentangled Patch Representations—0
Domain Adaptation for Unknown Image Distortions in Instance Segmentation—0
Domain Adaptation for Visual Applications: A Comprehensive Survey—0
Domain Adaptation in LiDAR Semantic Segmentation by Aligning Class Distributions—0
Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation—0
Domain Adaptation on Semantic Segmentation for Aerial Images—0
Domain Adaptation on Semantic Segmentation with Separate Affine Transformation in Batch Normalization—0
Domain Adaptive Nuclei Instance Segmentation and Classification via Category-aware Feature Alignment and Pseudo-labelling—0
Domain Adaptive Semantic Segmentation by Optimal Transport—0
Domain Adaptive Semantic Segmentation Using Weak Labels—0
Domain Adaptive SiamRPN++ for Object Tracking in the Wild—0
Domain Adaptive Transfer Attack (DATA)-based Segmentation Networks for Building Extraction from Aerial Images—0
Domain-Agnostic Prior for Transfer Semantic Segmentation—0
Domain Game: Disentangle Anatomical Feature for Single Domain Generalized Segmentation—0
Domain Generalization for Endoscopic Image Segmentation by Disentangling Style-Content Information and SuperPixel Consistency—0
Domain Generalization with Adversarial Intensity Attack for Medical Image Segmentation—0
Domain-incremental Cardiac Image Segmentation with Style-oriented Replay and Domain-sensitive Feature Whitening—0
Domain-Incremental Semantic Segmentation for Autonomous Driving under Adverse Driving Conditions—0
Domain-invariant Prototypes for Semantic Segmentation—0
Domain Randomization and Pyramid Consistency: Simulation-to-Real Generalization without Accessing Target Domain Data—0
Domain-stratified Training for Cross-organ and Cross-scanner Adenocarcinoma Segmentation in the COSAS 2024 Challenge—0
Domain Stylization: A Strong, Simple Baseline for Synthetic to Real Image Domain Adaptation—0
Domain transfer through deep activation matching—0
Domain Translation via Latent Space Mapping—0
Dominant Sets for "Constrained" Image Segmentation—0
DONet: Dual Objective Networks for Skin Lesion Segmentation—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