| DeepAstroUDA: Semi-Supervised Universal Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection | Feb 3, 2023 | Anomaly DetectionDomain Adaptation | CodeCode Available | 1 |
| A Comparison of Deep Learning Architectures for Optical Galaxy Morphology Classification | Nov 8, 2021 | Deep LearningMorphology classification | CodeCode Available | 1 |
| Self-Supervised Representation Learning for Astronomical Images | Dec 24, 2020 | AstronomyContrastive Learning | 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 |
| AstroCLIP: A Cross-Modal Foundation Model for Galaxies | Oct 4, 2023 | Contrastive Learningmodel | CodeCode Available | 1 |
| 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 |
| Hierarchical Deep Learning Classification of Unstructured Pathology Reports to Automate ICD-O Morphology Grading | Aug 28, 2020 | ClassificationDeep Learning | —Unverified | 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 |
| Are vision language models robust to uncertain inputs? | May 17, 2025 | Anomaly DetectionMorphology classification | —Unverified | 0 |
| DeepAdversaries: Examining the Robustness of Deep Learning Models for Galaxy Morphology Classification | Dec 28, 2021 | ClassificationDomain Adaptation | —Unverified | 0 |
