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Semantic Segmentation

Papers

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Showing 12201–12250 of 14763 papers

TitleStatusHype
Differentiable Bayesian Neural Network Inference for Data Streams—0
Blurring Structure and Learning to Optimize and Adapt Receptive Fields—0
Exploring Cellular Protein Localization Through Semantic Image Synthesis—0
Learning Propagation for Arbitrarily-structured Data—0
Learning Pixel Representations for Generic Segmentation—0
Gated Channel Transformation for Visual RecognitionCode0
Dual Adaptive Pyramid Network for Cross-Stain Histopathology Image Segmentation—0
Gauge Equivariant Spherical CNNs—0
A multi-task U-net for segmentation with lazy labels—0
Do Deep Neural Networks for Segmentation Understand Insideness?—0
Semi-supervised semantic segmentation needs strong, high-dimensional perturbations—0
Synthetic Data for Deep Learning—0
Multi-Task Learning via Scale Aware Feature Pyramid Networks and Effective Joint Head—0
Rescan: Inductive Instance Segmentation for Indoor RGBD Scans—0
PROTOTYPE-ASSISTED ADVERSARIAL LEARNING FOR UNSUPERVISED DOMAIN ADAPTATION—0
On the Pareto Efficiency of Quantized CNN—0
Semi-supervised Semantic Segmentation using Auxiliary Network—0
What's There in the DarkCode0
Multi-scale fully convolutional neural networks for histopathology image segmentation: from nuclear aberrations to the global tissue architectureCode0
What's There in the DarkCode0
Intelligent image synthesis to attack a segmentation CNN using adversarial learning—0
Hierarchical Point-Edge Interaction Network for Point Cloud Semantic Segmentation—0
Go Wider: An Efficient Neural Network for Point Cloud Analysis via Group Convolutions—0
RAUNet: Residual Attention U-Net for Semantic Segmentation of Cataract Surgical InstrumentsCode0
Object Segmentation using Pixel-wise Adversarial Loss—0
Volume Preserving Image Segmentation with Entropic Regularization Optimal Transport and Its Applications in Deep Learning—0
FlatteNet: A Simple Versatile Framework for Dense Pixelwise PredictionCode0
Structured Binary Neural Networks for Image Recognition—0
ACFNet: Attentional Class Feature Network for Semantic Segmentation—0
Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent DataCode0
Spherical Kernel for Efficient Graph Convolution on 3D Point CloudsCode0
Weakly Supervised Semantic Segmentation Using Constrained Dominant Sets—0
PST900: RGB-Thermal Calibration, Dataset and Segmentation NetworkCode0
Deep Retinal Image Segmentation with Regularization Under Geometric Priors—0
Gaze Estimation for Assisted Living Environments—0
Deep learning architectures for automated image segmentation—0
Extremely Weak Supervised Image-to-Image Translation for Semantic SegmentationCode0
Feature Pyramid Encoding Network for Real-time Semantic Segmentation—0
CrackGAN: Pavement Crack Detection Using Partially Accurate Ground Truths Based on Generative Adversarial Learning—0
Cardiac MRI Image Segmentation for Left Ventricle and Right Ventricle using Deep Learning—0
AdaptIS: Adaptive Instance Selection NetworkCode0
Building Change Detection for Remote Sensing Images Using a Dual Task Constrained Deep Siamese Convolutional Network Model—0
DS-PASS: Detail-Sensitive Panoramic Annular Semantic Segmentation through SwaftNet for Surrounding SensingCode0
Learn to Segment Organs with a Few Bounding Boxes—0
Boosting Real-Time Driving Scene Parsing with Shared SemanticsCode0
Pose Neural Fabrics SearchCode0
Real-time 3-D Mapping with Estimating Acoustic Materials—0
Visuomotor Understanding for Representation Learning of Driving Scenes—0
Regular Partitions and Their Use in Structural Pattern Recognition—0
Comparison of UNet, ENet, and BoxENet for Segmentation of Mast Cells in Scans of Histological Slices—0
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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