Liam Parker
- xVal: A Continuous Numerical Tokenization for Scientific Language Models
2023/10/04 by Siavash Golkar, Mariel Pettee, Golkar, Siavash +25 · 2 voices · 3 citations
#stat.ML #cs.AI #cs.CL #cs.LG
- Multiple Physics Pretraining for Physical Surrogate Models
2023/10/04 by Michael T. McCabe, Bruno Régaldo-Saint Blancard, McCabe, Michael +25 · 18 citations
Physics and Astronomy · Computer Science · Biochemistry, Genetics and Molecular Biology · #Model Reduction and Neural Networks #Generative Adversarial Networks and Image Synthesis #Cell Image Analysis Techniques
- \rm S\scriptsize IMBIG: Cosmological Constraints from the Redshift-Space Galaxy Skew Spectra
2024/01/26 by Jiamin Hou, Azadeh Moradinezhad Dizgah, Hou, Jiamin +17 · 4 citations
Physics and Astronomy · Computer Science · #Galaxies: Formation, Evolution, Phenomena #Astronomy and Astrophysical Research #Blind Source Separation Techniques
- Neural Collapse in the Intermediate Hidden Layers of Classification Neural Networks
2023/08/05 by Liam Parker, Emre Onal, Parker, Liam +5 · 2 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
- Contextual Counting: A Mechanistic Study of Transformers on a Quantitative Task
2024/05/30 by Siavash Golkar, Golkar, Siavash, Alberto Bietti +27 · 2 citations
Computer Science · #Neural Networks and Applications
- AION-1: Omnimodal Foundation Model for Astronomical Sciences
2025/10/20 by Liam Parker, François Lanusse, Parker, Liam +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)