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Semantic Segmentation

Papers

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Showing 11201–11250 of 14763 papers

TitleStatusHype
Consistency Regularization with High-dimensional Non-adversarial Source-guided Perturbation for Unsupervised Domain Adaptation in Segmentation—0
Ground-truth or DAER: Selective Re-query of Secondary InformationCode0
Classification and Region Analysis of COVID-19 Infection using Lung CT Images and Deep Convolutional Neural NetworksCode0
UXNet: Searching Multi-level Feature Aggregation for 3D Medical Image Segmentation—0
Optimal Use of Multi-spectral Satellite Data with Convolutional Neural Networks—0
SML: Semantic Meta-learning for Few-shot Semantic Segmentation—0
Learning from Multimodal and Multitemporal Earth Observation Data for Building Damage Mapping—0
Extracting the Subhalo Mass Function from Strong Lens Images with Image Segmentation—0
Semantic Segmentation of Surface from Lidar Point Cloud—0
Deep learning denoising for EOG artifacts removal from EEG signals—0
Hierarchical Roofline Performance Analysis for Deep Learning ApplicationsCode0
Dual Encoder Fusion U-Net (DEFU-Net) for Cross-manufacturer Chest X-ray SegmentationCode0
ARM: A Confidence-Based Adversarial Reweighting Module for Coarse Semantic Segmentation—0
Unsupervised Domain Adaptation via CycleGAN for White Matter Hyperintensity Segmentation in Multicenter MR Images—0
Proposal-Free Volumetric Instance Segmentation from Latent Single-Instance Masks—0
Semantic Segmentation of Histopathological Slides for the Classification of Cutaneous Lymphoma and Eczema—0
Finite Group Equivariant Neural Networks for GamesCode0
Semi-supervised Medical Image Segmentation through Dual-task Consistency—0
Channel-wise Alignment for Adaptive Object Detection—0
Rain rendering for evaluating and improving robustness to bad weather—0
Visual Object Tracking by Segmentation with Graph Convolutional Network—0
Multi-Attention-Network for Semantic Segmentation of Fine Resolution Remote Sensing Images—0
Spatial Transformer Point Convolution—0
SCG-Net: Self-Constructing Graph Neural Networks for Semantic Segmentation—0
DESC: Domain Adaptation for Depth Estimation via Semantic Consistency—0
1st Place Solution of LVIS Challenge 2020: A Good Box is not a Guarantee of a Good Mask—0
Comprehensive Semantic Segmentation on High Resolution UAV Imagery for Natural Disaster Damage Assessment—0
LSMVOS: Long-Short-Term Similarity Matching for Video ObjectCode0
Multi-domain semantic segmentation with pyramidal fusion—0
Semantically Adaptive Image-to-image Translation for Domain Adaptation of Semantic Segmentation—0
On the Structures of Representation for the Robustness of Semantic Segmentation to Input CorruptionCode0
On The Usage Of Average Hausdorff Distance For Segmentation Performance Assessment: Hidden Bias When Used For Ranking—0
Quality-aware semi-supervised learning for CMR segmentation—0
3D-DEEP: 3-Dimensional Deep-learning based on elevation patterns forroad scene interpretation—0
Deep Ice Layer Tracking and Thickness Estimation using Fully Convolutional NetworksCode0
Semantic Segmentation of Neuronal Bodies in Fluorescence Microscopy Using a 2D+3D CNN Training Strategy with Sparsely Annotated Data—0
Semantic Point Completion Network for 3D Semantic Scene Completion—0
Fast Single-shot Ship Instance Segmentation Based on Polar Template Mask in Remote Sensing Images—0
Bayesian Neural Networks for Uncertainty Estimation of Imaging Biomarkers—0
A Cascaded Deep-Learning Framework for Segmentation of Metastatic Brain Tumors Before and After Stereotactic Radiation Therapy—0
Identifying and Tracking Solar Magnetic Flux Elements with Deep LearningCode0
A Federated Approach for Fine-Grained Classification of Fashion Apparel—0
Improving the Segmentation of Scanning Probe Microscope Images using Convolutional Neural NetworksCode0
DeepFake Detection Based on the Discrepancy Between the Face and its Context—0
W-Net: Dense Semantic Segmentation of Subcutaneous Tissue in Ultrasound Images by Expanding U-Net to Incorporate Ultrasound RF Waveform Data—0
Minimal Adversarial Examples for Deep Learning on 3D Point Clouds—0
Random Style Transfer based Domain Generalization Networks Integrating Shape and Spatial Information—0
Visual Concept Reasoning Networks—0
Domain-Adversarial Learning for Multi-Centre, Multi-Vendor, and Multi-Disease Cardiac MR Image SegmentationCode0
3D Semantic Segmentation of Brain Tumor for Overall Survival Prediction—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