Gabriel Kalweit
Scholar

Gabriel Kalweit

Google Scholar ID: xLNPWK8AAAAJ
University of Freiburg
Reinforcement LearningMachine LearningDeep Learning
Citations & Impact
All-time
Citations
731
 
H-index
13
 
i10-index
14
 
Publications
20
 
Co-authors
0
 
Contact
No contact links provided.
Resume (English only)
Academic Achievements
  • Preprint: Mechanisms of Premotor-Motor Cortex Interactions during Goal Directed Behavior (2023)
  • Preprint: BetterBodies: Reinforcement Learning guided Diffusion for Antibody Sequence Design (2023)
  • One for All: A Unified Approach to Classification and Self-Explanation (MICCAI, 2025)
  • Leveraging a Foundation Model Zoo for Cell Similarity Search in Oncological Microscopy across Devices (Frontiers in Oncology, 2025)
  • SR-Reward: Taking The Path More Traveled (TMLR, 2025)
  • AI in modular concepts of natural killer cell therapy (Natural Killer Cells, 2025)
  • AI in Optimized Cancer Treatment: Laying the Groundwork for Interdisciplinary Progress (Oxford Open Immunology, 2025)
  • Salvage: Shapley-distribution Approximation Learning Via Attribution Guided Exploration for Explainable Image Classification (ICLR, 2025)
  • A Comparative Study of Explainability Methods for Whole Slide Classification of Lymph Node Metastases using Vision Transformers (PLOS Digital Health, 2025)
  • Künstliche Intelligenz in der Krebstherapie (Duncker & Humblot, 2025)
  • Warum wir neu lernen müssen, mit Maschinen zu sprechen – eine Momentaufnahme der Generativen Künstlichen Intelligenz im Januar 2024 (Duncker & Humblot, 2025)
  • Detection of disease-specific signatures in B cell repertoires of lymphomas using machine learning (PLOS Computational Biology, 2024)
  • Warum wir neu lernen müssen, mit Maschinen zu sprechen – eine Momentaufnahme der Generativen KI im Januar 2024 (Ordnung der Wissenschaft, 2024)
Education
  • No specific educational background information provided.
Background
  • Postdoc researcher, focusing on the field of neurorobotics.
Miscellany
  • No other personal information provided.
Co-authors
0 total
Co-authors: 0 (list not available)