Helen Qu

1. The Pantheon+ Analysis: Cosmological Constraints
   2022/10/01 by Dillon Brout, D. Scolnic, B Popovic +45 · 170 citations
   Physics and Astronomy · #Cosmology and Gravitation Theories #Galaxies: Formation, Evolution, Phenomena #Gamma-ray bursts and supernovae
2. The Dark Energy Survey Supernova Program: Cosmological Analysis and Systematic Uncertainties
   2024/01/05 by M. Vincenzi, Dillon Brout, Vincenzi, M. +186 · 38 citations
   Physics and Astronomy · #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Gamma-ray bursts and supernovae
3. The Multimodal Universe: Enabling Large-Scale Machine Learning with 100TB of Astronomical Scientific Data
   2024/12/03 by The Multimodal Universe Collaboration, Jeroen Audenaert, Audenaert, Jeroen +54 · 3 voices · 13 citations
   #astro-ph.IM #astro-ph.GA #astro-ph.SR
4. A Reference Survey for Supernova Cosmology with the Nancy Grace Roman Space Telescope
   2021/11/04 by Benjamin Rose, Rose, B. M., C. Baltay +69 · 5 citations
   Engineering · Physics and Astronomy · #Astronomical Observations and Instrumentation #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Gamma-ray bursts and supernovae
5. Connect Later: Improving Fine-tuning for Robustness with Targeted Augmentations
   2024/01/08 by Helen Qu, Sang Michael Xie, Qu, Helen +1 · 2 citations
   Neuroscience · #EEG and Brain-Computer Interfaces
6. Impact of Pretraining Word Co-occurrence on Compositional Generalization in Multimodal Models
   2025/07/10 by Helen Qu, Sang Michael Xie, Qu, Helen +1 · 1 voice
   Computer Science · Social Sciences · #Language and cultural evolution #Multimodal Machine Learning Applications #Topic Modeling #cs.CV #cs.LG
7. Photo-zSNthesis: Converting Type Ia Supernova Lightcurves to Redshift Estimates via Deep Learning
   2023/05/19 by Helen Qu, Qu, Helen, M. Šako +1 · 1 citation
   Physics and Astronomy · #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Computer and information sciences #FOS: Physical sciences #Gamma-ray bursts and supernovae #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
8. AION-1: Omnimodal Foundation Model for Astronomical Sciences
   2025/10/20 by Liam Parker, Parker, Liam, François Lanusse +51 · 2 citations
   Physics and Astronomy · #Astronomy and Astrophysical Research #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Gamma-ray bursts and supernovae #Instrumentation and Methods for Astrophysics (astro-ph.IM)