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Semantic Segmentation

Papers

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Showing 12701–12750 of 14763 papers

TitleStatusHype
Progressive Query Refinement Framework for Bird's-Eye-View Semantic Segmentation from Surrounding ImagesCode0
Test-Time Training for Semantic Segmentation with Output Contrastive LossCode0
Probing Contextual Diversity for Dense Out-of-Distribution DetectionCode0
Semantic Binary Segmentation using Convolutional Networks without DecodersCode0
Semantic-Aware Scene RecognitionCode0
Text and Click inputs for unambiguous open vocabulary instance segmentationCode0
Multigrid Predictive Filter Flow for Unsupervised Learning on VideosCode0
Semantic-aware Grad-GAN for Virtual-to-Real Urban Scene AdaptionCode0
Probabilistic Domain Adaptation for Biomedical Image SegmentationCode0
Privacy-Preserving Synthetic Continual Semantic Segmentation for Robotic SurgeryCode0
Semantic Amodal SegmentationCode0
Privacy Preserving Federated Learning in Medical Imaging with Uncertainty EstimationCode0
Semantically Meaningful Class Prototype Learning for One-Shot Image Semantic SegmentationCode0
UNIR-Net: A Novel Approach for Restoring Underwater Images with Non-Uniform Illumination Using Synthetic DataCode0
Semantic3D.net: A new Large-scale Point Cloud Classification BenchmarkCode0
Domain Adaptation for the Segmentation of Confidential Medical ImagesCode0
Self-supervised Geometric Features Discovery via Interpretable Attention for Vehicle Re-Identification and BeyondCode0
Prior-Aware Synthetic Data to the Rescue: Animal Pose Estimation with Very Limited Real DataCode0
Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather ConditionsCode0
Primitive Fitting Using Deep Boundary Aware Geometric SegmentationCode0
Improving Network Slimming with Nonconvex RegularizationCode0
Self-supervised Video Object SegmentationCode0
TextureNet: Consistent Local Parametrizations for Learning from High-Resolution Signals on MeshesCode0
No More Discrimination: Cross City Adaptation of Road Scene SegmentersCode0
Encoding Robustness to Image Style via Adversarial Feature PerturbationsCode0
PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationCode0
Noise transfer for unsupervised domain adaptation of retinal OCT imagesCode0
Self-supervised Transfer Learning for Instance Segmentation through Physical InteractionCode0
NOISe: Nuclei-Aware Osteoclast Instance Segmentation for Mouse-to-Human Domain TransferCode0
Universal Domain Adaptation for Semantic SegmentationCode0
Predictive Geological Mapping with Convolution Neural Network Using Statistical Data Augmentation on a 3D ModelCode0
Predictive Accuracy-Based Active Learning for Medical Image SegmentationCode0
Prediction Error Meta Classification in Semantic Segmentation: Detection via Aggregated Dispersion Measures of Softmax ProbabilitiesCode0
Multigrid Neural ArchitecturesCode0
Self-supervised Scale Equivariant Network for Weakly Supervised Semantic SegmentationCode0
Self-supervised pseudo-colorizing of masked cellsCode0
Predicting Ground-Level Scene Layout from Aerial ImageryCode0
Universal Semi-Supervised Semantic SegmentationCode0
ZISVFM: Zero-Shot Object Instance Segmentation in Indoor Robotic Environments with Vision Foundation ModelsCode0
Predicting Future Instance Segmentation by Forecasting Convolutional FeaturesCode0
Predicting Deeper into the Future of Semantic SegmentationCode0
NOCTIS: Novel Object Cyclic Threshold based Instance SegmentationCode0
Self-Supervised One-Shot Learning for Automatic Segmentation of StyleGAN ImagesCode0
Predicting 3D shapes, masks, and properties of materials, liquids, and objects inside transparent containers, using the TransProteus CGI datasetCode0
Precision matters: Precision-aware ensemble for weakly supervised semantic segmentationCode0
Road Scene Understanding by Occupancy Grid Learning from Sparse Radar Clusters using Semantic SegmentationCode0
Precise Location Matching Improves Dense Contrastive Learning in Digital PathologyCode0
Practical Region-level Attack against Segment Anything ModelsCode0
The Bearable Lightness of Big Data: Towards Massive Public Datasets in Scientific Machine LearningCode0
PPR-Net:Point-wise Pose Regression Network for Instance Segmentation and 6D Pose Estimation in Bin-picking ScenariosCode0
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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