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Semantic Segmentation

Papers

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Showing 11801–11850 of 14763 papers

TitleStatusHype
Edge-Gated CNNs for Volumetric Semantic Segmentation of Medical Images—0
Task-Aware Variational Adversarial Active Learning—0
Self-Supervised Object-in-Gripper Segmentation from Robotic Motions—0
Prototype Refinement Network for Few-Shot Segmentation—0
CRVOS: Clue Refining Network for Video Object SegmentationCode0
Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-shape Priori for Image Segmentation—0
Segmentação de imagens utilizando competição e cooperação entre partículas—0
SideInfNet: A Deep Neural Network for Semi-Automatic Semantic Segmentation with Side Information—0
Learning Hyperspectral Feature Extraction and Classification with ResNeXt Network—0
RGB-based Semantic Segmentation Using Self-Supervised Depth Pre-Training—0
Pose-Aware Instance Segmentation Framework from Cone Beam CT Images for Tooth Segmentation—0
Unsupervised Community Detection with a Potts Model Hamiltonian, an Efficient Algorithmic Solution, and Applications in Digital Pathology—0
Selective Segmentation Networks Using Top-Down Attention—0
DVNet: A Memory-Efficient Three-Dimensional CNN for Large-Scale Neurovascular Reconstruction—0
Open-set learning with augmented categories by exploiting unlabelled data—0
Efficient 2D neuron boundary segmentation with local topological constraints—0
3D Shape Segmentation with Geometric Deep Learning—0
Foreground object segmentation in RGB-D data implemented on GPU—0
Inter-slice image augmentation based on frame interpolation for boosting medical image segmentation accuracy—0
C-DLinkNet: considering multi-level semantic features for human parsingCode0
Dual Convolutional LSTM Network for Referring Image Segmentation—0
Image Embedded Segmentation: Uniting Supervised and Unsupervised Objectives for Segmenting Histopathological Images—0
Weakly Supervised Instance Segmentation by Deep Community Learning—0
The Direction-Aware, Learnable, Additive Kernels and the Adversarial Network for Deep Floor Plan Recognition—0
Virtual KITTI 2—0
Robust Method for Semantic Segmentation of Whole-Slide Blood Cell Microscopic Image—0
Accurately identifying vertebral levels in large datasets—0
Discrete Signal Processing with Set Functions—0
Deep Learning in Multi-organ Segmentation—0
FakeLocator: Robust Localization of GAN-Based Face Manipulations—0
Towards Open-Set Semantic Segmentation of Aerial Images—0
Print Defect Mapping with Semantic Segmentation—0
SDOD:Real-time Segmenting and Detecting 3D Object by Depth—0
Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Embeddings—0
Robust Submodular Minimization with Applications to Cooperative Modeling—0
Uncertainty-Aware Training of Neural Networks for Selective Medical Image Segmentation—0
Mutual information deep regularization for semi-supervised segmentation—0
Siamese Content Loss Networks for Highly Imbalanced Medical Image Segmentation—0
The Performance of Deep U-Net Pre-Clinical Organ-wise Segmentation in the Presence of Low Counting Statistics.—0
Poolability and Transferability in CNN. A Thrifty Approach—0
Prostate Cancer Semantic Segmentation by Gleason Score Group in bi-parametric MRI with Self Attention Model on the Peripheral Zone—0
Training deep segmentation networks on texture-encoded input: application to neuroimaging of the developing neonatal brainCode0
Chest X-Ray Pneumothorax Segmentation with the Multistep Post-Processing—0
A deep learning approach to segmentation of the developing cortex in fetal brain MRI with minimal manual labelingCode0
Domain Adaptive Medical Image Segmentation via Adversarial Learning of Disease-Specific Spatial Patterns—0
Observer variation-aware medical image segmentation by combining deep learning and surrogate-assisted genetic algorithms—0
Depthwise Non-local Module for Fast Salient Object Detection Using a Single Thread—0
Learning to adapt class-specific features across domains for semantic segmentationCode0
Joint Learning of Instance and Semantic Segmentation for Robotic Pick-and-Place with Heavy Occlusions in Clutter—0
Breast lesion segmentation in ultrasound images with limited annotated data—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
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation 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