V Ashley Villar

Assistant Professor, Harvard University

Joined

October 2023

Names

V Ashley Villar (Preferred)

Emails

****@cfa.harvard.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Harvard University (harvard.edu)

2023 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Learning What's Real: Disentangling Signal and Measurement Artifacts in Multi-Sensor Data, with Applications to Astrophysics
Pablo Mercader-Perez, Carolina Cuesta-Lazaro, Daniel Muthukrishna, Jeroen Audenaert, V Ashley Villar, David W Hogg, Marc Huertas-Company, William T. Freeman
- ICLR 2026 Workshop FM4Science Poster
- Readers: Everyone
Causal Foundation Models: Disentangling Physics from Instrument Properties
Jeroen Audenaert, Daniel Muthukrishna, Paul F. X. Gregory, David W Hogg, V Ashley Villar
- FMSD @ ICML 2025
- Readers: Everyone
Maven: A Multimodal Foundation Model for Supernova Science
Gemma Zhang, Thomas Helfer, Alexander Thomas Gagliano, Siddharth Mishra-Sharma, V Ashley Villar
- NeurIPS 2024 Workshop SSL
- Readers: Everyone
Maven: A Multimodal Foundation Model for Supernova Science
Gemma Zhang, Thomas Helfer, Alexander Thomas Gagliano, Siddharth Mishra-Sharma, V Ashley Villar
- NeurIPS 2024 TSALM Workshop Oral
- Readers: Everyone
Maven: A Multimodal Foundation Model for Supernova Science
Gemma Zhang, Thomas Helfer, Alexander Thomas Gagliano, Siddharth Mishra-Sharma, V Ashley Villar
- Neurips 2024 Workshop FM4Science Poster
- Readers: Everyone

Co-Authors