Klein, Samuel
- Masked Particle Modeling on Sets: Towards Self-Supervised High Energy Physics Foundation Models
2024/01/24 by T. Golling, Golling, Tobias, L. Heinrich +11 · 11 citations
Computer Science · Engineering · Physics and Astronomy · #Computational Physics and Python Applications #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG) #Nuclear reactor physics and engineering #Particle physics theoretical and experimental studies #Statistics and Probability (physics.data-an)
- Multimodal Neurons in Pretrained Text-Only Transformers
2023/08/03 by Sarah Schwettmann, Neil Chowdhury, Schwettmann, Sarah +4 · 6 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Is Tokenization Needed for Masked Particle Modelling?
2024/09/19 by Leigh, Matthew, Klein, Samuel, Charton, François +5 · 6 citations
#FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG)
- CURTAINs Flows For Flows: Constructing Unobserved Regions with Maximum Likelihood Estimation
2023/05/08 by Debajyoti Sengupta, Sengupta, Debajyoti, Samuel Klein +5 · 3 citations
Computer Science · #Algorithms and Data Compression #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG) #Music and Audio Processing
- Flowification: Everything is a Normalizing Flow
2022/05/30 by Máté, Bálint, Klein, Samuel, Golling, Tobias +1 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Decorrelation with conditional normalizing flows
2022/11/04 by Samuel Klein, T. Golling, Klein, Samuel +1 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG)
- Toward a Visual Concept Vocabulary for GAN Latent Space
2021/10/08 by Schwettmann, Sarah, Hernandez, Evan, Bau, David +3 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4
- Improving new physics searches with diffusion models for event observables and jet constituents
2023/12/15 by Debajyoti Sengupta, Matthew Leigh, Sengupta, Debajyoti +7 · 1 citation
Physics and Astronomy · Computer Science · #Particle physics theoretical and experimental studies #High-Energy Particle Collisions Research #Gaussian Processes and Bayesian Inference