Lanusse, Francois
- 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
- The Multimodal Universe: Enabling Large-Scale Machine Learning with 100TB of Astronomical Scientific Data
2024/12/03 by The Multimodal Universe Collaboration, Jeroen Audenaert, Micah Bowles +54 · 3 voices · 11 citations
#astro-ph.IM #astro-ph.GA #astro-ph.SR
- Multiple Physics Pretraining for Physical Surrogate Models
2023/10/04 by Michael T. McCabe, McCabe, Michael, Bruno Régaldo-Saint Blancard +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
- Adaptive wavelet distillation from neural networks through interpretations
2021/07/19 by Woo‐Seok Ha, Ha, Wooseok, Chandan Singh +8 · 4 citations
Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science
- FlowPM: Distributed TensorFlow Implementation of the FastPM Cosmological N-body Solver
2020/10/22 by Modi, Chirag, Lanusse, Francois, Seljak, Uros · 3 citations
#Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- Unified framework for diffusion generative models in SO(3): applications in computer vision and astrophysics
2023/12/18 by Yesukhei Jagvaral, Jagvaral, Yesukhei, François Lanusse +3 · 4 citations
Computer Science · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction #Machine Learning (cs.LG) #Morphological variations and asymmetry
- The Role of Machine Learning in the Next Decade of Cosmology
2019/02/26 by Michelle Ntampaka, Ntampaka, Michelle, Camille Avestruz +57 · 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)
- Differentiable Stochastic Halo Occupation Distribution
2022/11/07 by Horowitz, Benjamin, Hahn, ChangHoon, Lanusse, Francois +2 · 3 citations
#Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences
- Detecting Galaxy Tidal Features Using Self-Supervised Representation Learning
2023/08/15 by Desmons, Alice, Brough, Sarah, Lanusse, Francois · 3 citations
#Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- Enabling Dark Energy Science with Deep Generative Models of Galaxy Images
2016/09/19 by Ravanbakhsh, Siamak, Lanusse, Francois, Mandelbaum, Rachel +2 · 1 citation
#Artificial Intelligence (cs.AI) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (stat.ML)
- Denoising Score-Matching for Uncertainty Quantification in Inverse Problems
2020/11/16 by Ramzi, Zaccharie, Remy, Benjamin, Lanusse, Francois +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Physics (physics.med-ph) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Probabilistic Mapping of Dark Matter by Neural Score Matching
2020/11/16 by Remy, Benjamin, Lanusse, Francois, Ramzi, Zaccharie +3 · 1 citation
#Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- 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)