| A Versatile Framework for Analyzing Galaxy Image Data by Implanting Human-in-the-loop on a Large Vision Model | May 17, 2024 | AstronomyFew-Shot Learning | —Unverified | 0 |
| SHMC-Net: A Mask-guided Feature Fusion Network for Sperm Head Morphology Classification | Feb 6, 2024 | DiagnosticMorphology classification | CodeCode Available | 0 |
| E(2) Equivariant Neural Networks for Robust Galaxy Morphology Classification | Nov 2, 2023 | Inductive BiasMorphology classification | CodeCode Available | 0 |
| Spiral-Elliptical automated galaxy morphology classification from telescope images | Oct 10, 2023 | ClassificationMorphology classification | —Unverified | 0 |
| From Images to Features: Unbiased Morphology Classification via Variational Auto-Encoders and Domain Adaptation | Mar 15, 2023 | Dimensionality ReductionDomain Adaptation | CodeCode Available | 0 |
| 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 |
| 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 |
