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Semantic Segmentation

Papers

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Showing 12301–12350 of 14763 papers

TitleStatusHype
Texture Underfitting for Domain Adaptation—0
Exploiting Temporality for Semi-Supervised Video SegmentationCode0
DV3+HED+: A DCNNs-based Framework to Monitor Temporary Works and ESAs in Railway Construction Project Using VHR Satellite ImagesCode0
Fast Video Object Segmentation via Mask Transfer Network—0
CAMEL: A Weakly Supervised Learning Framework for Histopathology Image SegmentationCode0
Transfer Learning from Partial Annotations for Whole Brain Segmentation—0
Physics-Based Rendering for Improving Robustness to Rain—0
Nuclear Instance Segmentation using a Proposal-Free Spatially Aware Deep Learning Framework—0
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation—0
Customizable Architecture Search for Semantic Segmentation—0
A Weakly Supervised Method for Instance Segmentation of Biological Cells—0
Cross-modality Knowledge Transfer for Prostate Segmentation from CT Scans—0
Constructing Self-motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial ApproachCode0
Learning Disentangled Representations via Independent Subspaces—0
SPGNet: Semantic Prediction Guidance for Scene Parsing—0
See More Than Once -- Kernel-Sharing Atrous Convolution for Semantic Segmentation—0
Towards Unconstrained End-to-End Text Spotting—0
Generator evaluator-selector net for panoptic image segmentation and splitting unfamiliar objects into partsCode0
Don't ignore Dropout in Fully Convolutional Networks—0
Automatic Rodent Brain MRI Lesion Segmentation with Fully Convolutional Networks—0
ACE-Net: Biomedical Image Segmentation with Augmented Contracting and Expansive Paths—0
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation—0
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary ShapesCode0
Feedbackward Decoding for Semantic Segmentation—0
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-PastingCode0
Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation—0
DISCo: Deep learning, Instance Segmentation, and Correlations for cell segmentation in calcium imagingCode0
End-to-End Boundary Aware Networks for Medical Image Segmentation—0
Semantic-Transferable Weakly-Supervised Endoscopic Lesions Segmentation—0
U-Net Training with Instance-Layer Normalization—0
More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation—0
Unsupervised Multi-modal Style Transfer for Cardiac MR Segmentation—0
Instance Scale Normalization for image understanding—0
IRNet: Instance Relation Network for Overlapping Cervical Cell SegmentationCode0
In defense of OSVOS—0
Adaptative Inference Cost With Convolutional Neural Mixture Models—0
RANet: Ranking Attention Network for Fast Video Object SegmentationCode0
Weakly Supervised Segmentation by A Deep Geodesic Prior—0
On the Robustness of Human Pose Estimation—0
ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells StatisticsCode0
EigenRank by Committee: A Data Subset Selection and Failure Prediction paradigm for Robust Deep Learning based Medical Image Segmentation—0
FSGAN: Subject Agnostic Face Swapping and ReenactmentCode0
Task-Assisted Domain Adaptation with Anchor Tasks—0
See Clearer at Night: Towards Robust Nighttime Semantic Segmentation through Day-Night Image Conversion—0
Multiple Light Source Dataset for Colour ResearchCode0
SFSegNet: Parse Freehand Sketches using Deep Fully Convolutional Networks—0
Semi-Supervised Semantic Segmentation with High- and Low-level ConsistencyCode0
PS^2-Net: A Locally and Globally Aware Network for Point-Based Semantic SegmentationCode0
Deep Slice Interpolation via Marginal Super-Resolution, Fusion and Refinement—0
Bayesian Generative Models for Knowledge Transfer in MRI Semantic Segmentation Problems—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