| From Images to Features: Unbiased Morphology Classification via Variational Auto-Encoders and Domain Adaptation | Mar 15, 2023 | Dimensionality ReductionDomain Adaptation | CodeCode Available | 0 |
| DeepAstroUDA: Semi-Supervised Universal Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection | Feb 3, 2023 | Anomaly DetectionDomain Adaptation | CodeCode Available | 1 |
| Semi-Supervised Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection | Nov 1, 2022 | Anomaly DetectionDomain Adaptation | CodeCode Available | 1 |
| The Classification of Optical Galaxy Morphology Using Unsupervised Learning Techniques | Jun 13, 2022 | ClusteringMorphology classification | CodeCode Available | 0 |
| Semi-supervised machine learning model for analysis of nanowire morphologies from transmission electron microscopy images | Mar 25, 2022 | BIG-bench Machine LearningInstance Segmentation | CodeCode Available | 0 |
| Improving Human Sperm Head Morphology Classification with Unsupervised Anatomical Feature Distillation | Feb 15, 2022 | Morphology classificationSperm Morphology Classification | —Unverified | 0 |
| DeepAdversaries: Examining the Robustness of Deep Learning Models for Galaxy Morphology Classification | Dec 28, 2021 | ClassificationDomain Adaptation | —Unverified | 0 |
| A Comparison of Deep Learning Architectures for Optical Galaxy Morphology Classification | Nov 8, 2021 | Deep LearningMorphology classification | CodeCode Available | 1 |
| Can semi-supervised learning reduce the amount of manual labelling required for effective radio galaxy morphology classification? | Nov 8, 2021 | AstronomyMorphology classification | CodeCode Available | 0 |
| Morphological classification of astronomical images with limited labelling | Apr 27, 2021 | Active LearningAstronomy | —Unverified | 0 |
