Kirchmeyer, Matthieu

1. Diverse Weight Averaging for Out-of-Distribution Generalization
   2022/05/19 by Alexandre Ramé, Ramé, Alexandre, Matthieu Kirchmeyer +7 · 12 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning
2. Generalizing to New Physical Systems via Context-Informed Dynamics Model
   2022/02/01 by Matthieu Kirchmeyer, Kirchmeyer, Matthieu, Jérémie Donà +7 · 5 citations
   Computer Science · Materials Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Model Reduction and Neural Networks
3. Antibody DomainBed: Out-of-Distribution Generalization in Therapeutic Protein Design
   2024/07/15 by Nataša Tagasovska, Tagasovska, Nataša, Ji Won Park +19 · 2 citations
   Medicine · Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · #Monoclonal and Polyclonal Antibodies Research #Protein purification and stability #Biosimilars and Bioanalytical Methods
4. Mapping conditional distributions for domain adaptation under generalized target shift
   2021/10/26 by Kirchmeyer, Matthieu, Rakotomamonjy, Alain, de Bezenac, Emmanuel +1 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)