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Semantic Segmentation

Papers

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Showing 14051–14100 of 14763 papers

TitleStatusHype
Generative Denoise Distillation: Simple Stochastic Noises Induce Efficient Knowledge Transfer for Dense PredictionCode0
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image SegmentationCode0
Densely Connected Multi-Dilated Convolutional Networks for Dense Prediction TasksCode0
A novel open-source ultrasound dataset with deep learning benchmarks for spinal cord injury localization and anatomical segmentationCode0
Dense FixMatch: a simple semi-supervised learning method for pixel-wise prediction tasksCode0
ConStyX: Content Style Augmentation for Generalizable Medical Image SegmentationCode0
Dense cellular segmentation for EM using 2D–3D neural network ensemblesCode0
An Intelligent Remote Sensing Image Quality Inspection SystemCode0
Generative Style Transfer for MRI Image Segmentation: A Case of Glioma Segmentation in Sub-Saharan AfricaCode0
Learning Self-Regularized Adversarial Views for Self-Supervised Vision TransformersCode0
DenseASPP for Semantic Segmentation in Street ScenesCode0
Generator evaluator-selector net for panoptic image segmentation and splitting unfamiliar objects into partsCode0
Dense and Low-Rank Gaussian CRFs Using Deep EmbeddingsCode0
Dense 2D-3D Indoor Prediction with Sound via Aligned Cross-Modal DistillationCode0
Intensity-Spatial Dual Masked Autoencoder for Multi-Scale Feature Learning in Chest CT SegmentationCode0
Demystifying the Effect of Receptive Field Size in U-Net Models for Medical Image SegmentationCode0
Democratizing Pathological Image Segmentation with Lay Annotators via Molecular-empowered LearningCode0
GenGMM: Generalized Gaussian-Mixture-based Domain Adaptation Model for Semantic SegmentationCode0
Delta Distillation for Efficient Video ProcessingCode0
Cascaded Sparse Feature Propagation Network for Interactive SegmentationCode0
A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband ItemsCode0
DELINE8K: A Synthetic Data Pipeline for the Semantic Segmentation of Historical DocumentsCode0
DehazeMamba: SAR-guided Optical Remote Sensing Image Dehazing with Adaptive State Space ModelCode0
RAUNet: Residual Attention U-Net for Semantic Segmentation of Cataract Surgical InstrumentsCode0
Learning Semantics-aware Distance Map with Semantics Layering Network for Amodal Instance SegmentationCode0
LOD1 3D City Model from LiDAR: The Impact of Segmentation Accuracy on Quality of Urban 3D Modeling and Morphology ExtractionCode0
Deformable VisTR: Spatio temporal deformable attention for video instance segmentationCode0
DefectNET: multi-class fault detection on highly-imbalanced datasetsCode0
Constrained Deep Networks: Lagrangian Optimization via Log-Barrier ExtensionsCode0
Deep Watershed Transform for Instance SegmentationCode0
A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentationCode0
FlatteNet: A Simple Versatile Framework for Dense Pixelwise PredictionCode0
Learning Semantic Segmentation with Query Points Supervision on Aerial ImagesCode0
Interactive Image Segmentation with Cross-Modality Vision TransformersCode0
Interactive Image Segmentation With First Click AttentionCode0
Interactive Image Segmentation With Latent DiversityCode0
Achievement-Based Training Progress Balancing for Multi-Task LearningCode0
Deep Visual City Recognition VisualizationCode0
Geometry-Aware Distillation for Indoor Semantic SegmentationCode0
Interactive Learning for Semantic Segmentation in Earth ObservationCode0
Cascade R-CNN: High Quality Object Detection and Instance SegmentationCode0
Geometry-Aware Instance Segmentation with Disparity MapsCode0
CARL-D: A vision benchmark suite and large scale dataset for vehicle detection and scene segmentationCode0
Learning Semi-Supervised Medical Image Segmentation from Spatial RegistrationCode0
DA-RefineNet:A Dual Input Whole Slide Image Segmentation Algorithm Based on AttentionCode0
Log-DenseNet: How to Sparsify a DenseNetCode0
CARAFE: Content-Aware ReAssembly of FEaturesCode0
Geometry meets semantics for semi-supervised monocular depth estimationCode0
A Certified Radius-Guided Attack Framework to Image Segmentation ModelsCode0
GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinatesCode0
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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