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2020 – today
- 2024
[i4]Michael J. Smith, Ryan J. Roberts, Eirini Angeloudi, Marc Huertas-Company:
AstroPT: Scaling Large Observation Models for Astronomy. CoRR abs/2405.14930 (2024)- [i3]Kartheik Iyer, Mikaeel Yunus
, Charles O'Neill, Christine Ye, Alina Hyk, Kiera McCormick, Ioana Ciuca, John F. Wu, Alberto Accomazzi, Simone Astarita, Rishabh Chakrabarty, Jesse Cranney, Anjalie Field, Tirthankar Ghosal, Michele Ginolfi, Marc Huertas-Company, Maja Jablonska, Sandor Kruk, Huiling Liu, Gabriel Marchidan, Rohit Mistry, Jill P. Naiman, Joshua E. G. Peek, Mugdha Polimera, Sergio J. Rodríguez Méndez, Kevin Schawinski, Sanjib Sharma, Michael J. Smith, Yuan-Sen Ting, Mike Walmsley:
pathfinder: A Semantic Framework for Literature Review and Knowledge Discovery in Astronomy. CoRR abs/2408.01556 (2024) - 2023
- [i2]Marc Huertas-Company, Regina Sarmiento, Johan H. Knapen:
A brief review of contrastive learning applied to astrophysics. CoRR abs/2306.05528 (2023) - 2021
- [c3]Marc Huertas-Company:
Galaxy Morphology in the deep learning era. CBMI 2021: 1-6 - [i1]Skanda Koppula, Victor Bapst, Marc Huertas-Company, Sam Blackwell, Agnieszka Grabska-Barwinska, Sander Dieleman, Andrea Huber, Natasha Antropova, Mikolaj Binkowski, Hannah Openshaw, Adrià Recasens, Fernando Caro, Avishai Deke, Yohan Dubois, Jesus Vega Ferrero, David C. Koo, Joel R. Primack, Trevor Back:
A Deep Learning Approach for Characterizing Major Galaxy Mergers. CoRR abs/2102.05182 (2021)
2010 – 2019
- 2016
- [c2]Diego Tuccillo, Marc Huertas-Company, Etienne Decencière, Santiago Velasco-Forero:
Deep learning for studies of galaxy morphology. Astroinformatics 2016: 191-196 - [c1]Fernando Caro, Marc Huertas-Company, Guillermo F. Cabrera:
Morphology and Interaction of Galaxies using Deep Learning. Astroinformatics 2016: 205-208
Coauthor Index
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