Berens, Philipp

1. Diffusion Tempering Improves Parameter Estimation with Probabilistic Integrators for Ordinary Differential Equations
   2024/02/19 by Jonas Beck, Nathanael Bosch, Beck, Jonas +11 · 2 citations
   Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks
2. Persistent Homology for High-dimensional Data Based on Spectral Methods
   2023/11/06 by Damrich, Sebastian, Berens, Philipp, Kobak, Dmitry · 2 citations
   #Algebraic Topology (math.AT) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG)
3. This actually looks like that: Proto-BagNets for local and global interpretability-by-design
   2024/06/21 by Kerol Djoumessi, Djoumessi, Kerol, Bubacarr Bah +7 · 2 citations
   Computer Science · #Semantic Web and Ontologies
4. AI for Science: An Emerging Agenda
   2023/03/07 by Berens, Philipp, Cranmer, Kyle, Lawrence, Neil D. +2 · 1 citation
   #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences
5. Most discriminative stimuli for functional cell type clustering
   2023/11/29 by Burg, Max F., Zenkel, Thomas, Vystrčilová, Michaela +15 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC)
6. A Hybrid Fully Convolutional CNN-Transformer Model for Inherently Interpretable Disease Detection from Retinal Fundus Images
   2025/04/11 by Djoumessi, Kerol, Mensah, Samuel Ofosu, Berens, Philipp · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences