Lanusse, Francois
- xVal: A Continuous Numerical Tokenization for Scientific Language Models
2023/10/04 by Siavash Golkar, M. Pettee, Mariel Pettee +28 · 2 voices · 3 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL #cs.LG #stat.ML
- 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 · 12 citations
#astro-ph.IM #astro-ph.GA #astro-ph.SR
- Multiple Physics Pretraining for Physical Surrogate Models
2023/10/04 by Michael T. McCabe, Bruno Régaldo-Saint Blancard, McCabe, Michael +25 · 20 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, Chandan Singh, Ha, Wooseok +8 · 5 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
- The Role of Machine Learning in the Next Decade of Cosmology
2019/02/26 by Michelle Ntampaka, Camille Avestruz, Ntampaka, Michelle +57 · 3 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)
- 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)
- Detecting Galaxy Tidal Features Using Self-Supervised Representation Learning
2023/08/15 by Alice Desmons, Desmons, Alice, Sarah Brough +3 · 4 citations
Computer Science · #Anomaly Detection Techniques and Applications #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning and Data Classification
- 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
- Differentiable Stochastic Halo Occupation Distribution
2022/11/07 by B. Zane Horowitz, ChangHoon Hahn, Horowitz, Benjamin +7 · 3 citations
Computer Science · Mathematics · Physics and Astronomy · #Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Gaussian Processes and Bayesian Inference #Markov Chains and Monte Carlo Methods
- 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)
- Teaching dark matter simulations to speak the halo language
2024/09/17 by Shivam Pandey, François Lanusse, Pandey, Shivam +5 · 1 citation
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #Dark Matter and Cosmic Phenomena #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)