Siavash Golkar
- xVal: A Continuous Numerical Tokenization for Scientific Language Models
2023/10/04 by Siavash Golkar, Golkar, Siavash, Mariel Pettee +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 · 19 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
- Continual Learning via Neural Pruning
2019/03/11 by Siavash Golkar, Golkar, Siavash, M. Kagan +3 · 7 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM #Adversarial Robustness in Machine Learning
- 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
- Normative framework for deriving neural networks with multi-compartmental neurons and non-Hebbian plasticity
2023/02/20 by David Lipshutz, Lipshutz, David, Yanis Bahroun +7 · 1 citation
Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #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)