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Semantic Segmentation

Papers

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Showing 13401–13450 of 14763 papers

TitleStatusHype
Expression Prompt Collaboration Transformer for Universal Referring Video Object SegmentationCode0
Eosinophils Instance Object Segmentation on Whole Slide Imaging Using Multi-label Circle RepresentationCode0
Fashion-Guided Adversarial Attack on Person SegmentationCode0
Latent Space Regularization for Unsupervised Domain Adaptation in Semantic SegmentationCode0
EOLO: Embedded Object Segmentation only Look OnceCode0
FashionMirror: Co-Attention Feature-Remapping Virtual Try-On With Sequential Template PosesCode0
Entropy-based measure of rock sample heterogeneity derived from micro-CT imagesCode0
Fast, Accurate Barcode Detection in Ultra High-Resolution ImagesCode0
3D MRI brain tumor segmentation using autoencoder regularizationCode0
Fast and Accurate Online Video Object Segmentation via Tracking PartsCode0
Ensemble of Pre-Trained Neural Networks for Segmentation and Quality Detection of Transmission Electron Microscopy ImagesCode0
Fast and Differentiable Message Passing on Pairwise Markov Random FieldsCode0
Competing for pixels: a self-play algorithm for weakly-supervised segmentationCode0
Ensemble architecture in polyp segmentationCode0
SAM: Squeeze-and-Mimic Networks for Conditional Visual Driving Policy LearningCode0
IMEXnet: A Forward Stable Deep Neural NetworkCode0
LatticeNet: Fast Point Cloud Segmentation Using Permutohedral LatticesCode0
Immunofluorescence Capillary Imaging Segmentation: Cases StudyCode0
Impact of Adversarial Examples on Deep Learning Models for Biomedical Image SegmentationCode0
ENSeg: A Novel Dataset and Method for the Segmentation of Enteric Neuron Cells on Microscopy ImagesCode0
Impact of color and mixing proportion of synthetic point clouds on semantic segmentationCode0
Impact of Ground Truth Annotation Quality on Performance of Semantic Image Segmentation of Traffic ConditionsCode0
Vision Transformers increase efficiency of 3D cardiac CT multi-label segmentationCode0
Enriching Information and Preserving Semantic Consistency in Expanding Curvilinear Object Segmentation DatasetsCode0
Machine Perceptual Quality: Evaluating the Impact of Severe Lossy Compression on Audio and Image ModelsCode0
Enhancing Weakly-Supervised Histopathology Image Segmentation with Knowledge Distillation on MIL-Based Pseudo-LabelsCode0
FasterSeg: Searching for Faster Real-time Semantic SegmentationCode0
Faster Training of Mask R-CNN by Focusing on Instance BoundariesCode0
Fast, Exact and Multi-Scale Inference for Semantic Image Segmentation with Deep Gaussian CRFsCode0
FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic SegmentationCode0
Attention-based Shape-Deformation Networks for Artifact-Free Geometry Reconstruction of Lumbar Spine from MR ImagesCode0
Fast Graph-Cut Based Optimization for Practical Dense Deformable Registration of Volume ImagesCode0
Attentional Prototype Inference for Few-Shot SegmentationCode0
Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray imagesCode0
Compensation Learning in Semantic SegmentationCode0
Enhancing Uncertainty Estimation in Semantic Segmentation via Monte-Carlo Frequency DropoutCode0
Fast Interactive Video Object Segmentation with Graph Neural NetworksCode0
Attend to Who You Are: Supervising Self-Attention for Keypoint Detection and Instance-Aware AssociationCode0
Imperfect Segmentation Labels: How Much Do They Matter?Code0
Layered Embeddings for Amodal Instance SegmentationCode0
Implantable Adaptive Cells: differentiable architecture search to improve the performance of any trained U-shaped networkCode0
Enhancing pretraining efficiency for medical image segmentation via transferability metricsCode0
Fast Neural Network Adaptation via Parameter Remapping and Architecture SearchCode0
Macro-Micro Adversarial Network for Human ParsingCode0
Enhancing Monocular Depth Estimation with Multi-Source Auxiliary TasksCode0
A Lightweight U-like Network Utilizing Neural Memory Ordinary Differential Equations for Slimming the DecoderCode0
Fast Pixel-Matching for Video Object SegmentationCode0
Enhancing Incomplete Multi-modal Brain Tumor Segmentation with Intra-modal Asymmetry and Inter-modal DependencyCode0
Comparison of Model-Free and Model-Based Learning-Informed Planning for PointGoal NavigationCode0
Adaptive Affinity Fields for Semantic SegmentationCode0
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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