| AstroCLIP: A Cross-Modal Foundation Model for Galaxies | Oct 4, 2023 | Contrastive Learningmodel | CodeCode Available | 1 |
| Self-Supervised Representation Learning for Astronomical Images | Dec 24, 2020 | AstronomyContrastive Learning | CodeCode Available | 1 |
| Mantis Shrimp: Exploring Photometric Band Utilization in Computer Vision Networks for Photometric Redshift Estimation | Jan 15, 2025 | Photometric Redshift Estimation | CodeCode Available | 0 |
| Determination of galaxy photometric redshifts using Conditional Generative Adversarial Networks (CGANs) | Jan 11, 2025 | Photometric Redshift Estimation | CodeCode Available | 0 |
| Using different sources of ground truths and transfer learning to improve the generalization of photometric redshift estimation | Nov 27, 2024 | Photometric Redshift EstimationTransfer Learning | —Unverified | 0 |
| CLAP. I. Resolving miscalibration for deep learning-based galaxy photometric redshift estimation | Oct 25, 2024 | Computational EfficiencyContrastive Learning | CodeCode Available | 0 |
| Preliminary Report on Mantis Shrimp: a Multi-Survey Computer Vision Photometric Redshift Model | Feb 5, 2024 | AstronomyPhotometric Redshift Estimation | —Unverified | 0 |
| Towards Instance-Wise Calibration: Local Amortized Diagnostics and Reshaping of Conditional Densities (LADaR) | May 29, 2022 | Conformal PredictionDensity Estimation | CodeCode Available | 0 |
| Photometric Redshift Estimation with Convolutional Neural Networks and Galaxy Images: A Case Study of Resolving Biases in Data-Driven Methods | Feb 21, 2022 | Photometric Redshift EstimationRepresentation Learning | —Unverified | 0 |
| Scalable Statistical Inference of Photometric Redshift via Data Subsampling | Mar 30, 2021 | Photometric Redshift Estimation | —Unverified | 0 |
