| A Comparison of Deep Learning Architectures for Optical Galaxy Morphology Classification | Nov 8, 2021 | Deep LearningMorphology classification | CodeCode Available | 1 | 5 |
| Self-Supervised Representation Learning for Astronomical Images | Dec 24, 2020 | AstronomyContrastive Learning | CodeCode Available | 1 | 5 |
| Semi-Supervised Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection | Nov 1, 2022 | Anomaly DetectionDomain Adaptation | CodeCode Available | 1 | 5 |
| AstroCLIP: A Cross-Modal Foundation Model for Galaxies | Oct 4, 2023 | Contrastive Learningmodel | CodeCode Available | 1 | 5 |
| DeepAstroUDA: Semi-Supervised Universal Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection | Feb 3, 2023 | Anomaly DetectionDomain Adaptation | CodeCode Available | 1 | 5 |
| 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 | 5 |
| From Images to Features: Unbiased Morphology Classification via Variational Auto-Encoders and Domain Adaptation | Mar 15, 2023 | Dimensionality ReductionDomain Adaptation | CodeCode Available | 0 | 5 |
| SHMC-Net: A Mask-guided Feature Fusion Network for Sperm Head Morphology Classification | Feb 6, 2024 | DiagnosticMorphology classification | CodeCode Available | 0 | 5 |
| Galaxy Morphology Classification using EfficientNet Architectures | Aug 31, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| The Classification of Optical Galaxy Morphology Using Unsupervised Learning Techniques | Jun 13, 2022 | ClusteringMorphology classification | CodeCode Available | 0 | 5 |
| Galaxy morphology prediction using capsule networks | Sep 22, 2018 | General ClassificationMorphology classification | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Can AI Dream of Unseen Galaxies? Conditional Diffusion Model for Galaxy Morphology Augmentation | Jun 19, 2025 | AstronomyMorphology classification | CodeCode Available | 0 | 5 |
| Numerical simulation, clustering and prediction of multi-component polymer precipitation | Jul 10, 2020 | BIG-bench Machine LearningClustering | CodeCode Available | 0 | 5 |
| E(2) Equivariant Neural Networks for Robust Galaxy Morphology Classification | Nov 2, 2023 | Inductive BiasMorphology classification | CodeCode Available | 0 | 5 |
| From Galaxy Zoo DECaLS to BASS/MzLS: detailed galaxy morphology classification with unsupervised domain adaption | Dec 20, 2024 | Domain AdaptationMorphology classification | CodeCode Available | 0 | 5 |
| Rotation-invariant convolutional neural networks for galaxy morphology prediction | Mar 24, 2015 | General ClassificationMorphological Analysis | CodeCode Available | 0 | 5 |
| TSV Extrusion Morphology Classification Using Deep Convolutional Neural Networks | Sep 22, 2020 | ClassificationData Augmentation | —Unverified | 0 | 0 |
| Are vision language models robust to uncertain inputs? | May 17, 2025 | Anomaly DetectionMorphology classification | —Unverified | 0 | 0 |
| 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 | 0 |
| Convolutional Neural Networks based Focal Loss for Class Imbalance Problem: A Case Study of Canine Red Blood Cells Morphology Classification | Jan 10, 2020 | General ClassificationMorphology classification | —Unverified | 0 | 0 |
| DeepAdversaries: Examining the Robustness of Deep Learning Models for Galaxy Morphology Classification | Dec 28, 2021 | ClassificationDomain Adaptation | —Unverified | 0 | 0 |
| Galaxy Walker: Geometry-aware VLMs For Galaxy-scale Understanding | Mar 24, 2025 | Mixture-of-ExpertsMorphology classification | —Unverified | 0 | 0 |
| Hierarchical Deep Learning Classification of Unstructured Pathology Reports to Automate ICD-O Morphology Grading | Aug 28, 2020 | ClassificationDeep Learning | —Unverified | 0 | 0 |
| Improving Human Sperm Head Morphology Classification with Unsupervised Anatomical Feature Distillation | Feb 15, 2022 | Morphology classificationSperm Morphology Classification | —Unverified | 0 | 0 |
