Marc Huertas-Company

Orcid: 0000-0002-1416-8483

According to our database1, Marc Huertas-Company authored at least 9 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2016
2017
2018
2019
2020
2021
2022
2023
2024
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Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Bayesian Deconvolution of Astronomical Images with Diffusion Models: Quantifying Prior-Driven Features in Reconstructions.
CoRR, 2024

pathfinder: A Semantic Framework for Literature Review and Knowledge Discovery in Astronomy.
CoRR, 2024

AstroPT: Scaling Large Observation Models for Astronomy.
CoRR, 2024

The Multimodal Universe: Enabling Large-Scale Machine Learning with 100 TB of Astronomical Scientific Data.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023
A brief review of contrastive learning applied to astrophysics.
CoRR, 2023

2021
A Deep Learning Approach for Characterizing Major Galaxy Mergers.
CoRR, 2021

Galaxy Morphology in the deep learning era.
Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 2021

2016
Deep learning for studies of galaxy morphology.
Proceedings of the Astroinformatics 2016, Sorrento, Italy, October 19-25, 2016, 2016

Morphology and Interaction of Galaxies using Deep Learning.
Proceedings of the Astroinformatics 2016, Sorrento, Italy, October 19-25, 2016, 2016


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