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Morphology classification

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Showing 1–30 of 30 papers

TitleStatusHype
AstroCLIP: A Cross-Modal Foundation Model for GalaxiesCode1
DeepAstroUDA: Semi-Supervised Universal Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly DetectionCode1
Semi-Supervised Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly DetectionCode1
A Comparison of Deep Learning Architectures for Optical Galaxy Morphology ClassificationCode1
Self-Supervised Representation Learning for Astronomical ImagesCode1
Can AI Dream of Unseen Galaxies? Conditional Diffusion Model for Galaxy Morphology AugmentationCode0
Are vision language models robust to uncertain inputs?—0
Oncolytic mechanisms and immunotherapeutic potential of Newcastle disease virus in cancer therapy—0
Galaxy Walker: Geometry-aware VLMs For Galaxy-scale Understanding—0
From Galaxy Zoo DECaLS to BASS/MzLS: detailed galaxy morphology classification with unsupervised domain adaptionCode0
A Versatile Framework for Analyzing Galaxy Image Data by Implanting Human-in-the-loop on a Large Vision Model—0
SHMC-Net: A Mask-guided Feature Fusion Network for Sperm Head Morphology ClassificationCode0
E(2) Equivariant Neural Networks for Robust Galaxy Morphology ClassificationCode0
Spiral-Elliptical automated galaxy morphology classification from telescope images—0
From Images to Features: Unbiased Morphology Classification via Variational Auto-Encoders and Domain AdaptationCode0
The Classification of Optical Galaxy Morphology Using Unsupervised Learning TechniquesCode0
Semi-supervised machine learning model for analysis of nanowire morphologies from transmission electron microscopy imagesCode0
Improving Human Sperm Head Morphology Classification with Unsupervised Anatomical Feature Distillation—0
DeepAdversaries: Examining the Robustness of Deep Learning Models for Galaxy Morphology Classification—0
Can semi-supervised learning reduce the amount of manual labelling required for effective radio galaxy morphology classification?Code0
Morphological classification of astronomical images with limited labelling—0
Semi-supervised Learning of Galaxy Morphology using Equivariant Transformer Variational Autoencoders—0
TSV Extrusion Morphology Classification Using Deep Convolutional Neural Networks—0
Galaxy Morphology Classification using EfficientNet ArchitecturesCode0
Hierarchical Deep Learning Classification of Unstructured Pathology Reports to Automate ICD-O Morphology Grading—0
Numerical simulation, clustering and prediction of multi-component polymer precipitationCode0
Convolutional Neural Networks based Focal Loss for Class Imbalance Problem: A Case Study of Canine Red Blood Cells Morphology Classification—0
Restricted Boltzmann Machines for galaxy morphology classification with a quantum annealer—0
Galaxy morphology prediction using capsule networksCode0
Rotation-invariant convolutional neural networks for galaxy morphology predictionCode0
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