Jonas Dippel

1. Human alignment of neural network representations
   2022/11/02 by Lukas Muttenthaler, Jonas Dippel, Muttenthaler, Lukas +7 · 2 voices · 9 citations
   Neuroscience · Computer Science · #Face Recognition and Perception #Domain Adaptation and Few-Shot Learning
2. Improving neural network representations using human similarity judgments
   2023/06/07 by Lukas Muttenthaler, Lorenz Linhardt, Muttenthaler, Lukas +11 · 5 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
3. Objective drives the consistency of representational similarity across datasets
   2024/11/08 by Laure Ciernik, Lorenz Linhardt, Ciernik, Laure +9 · 2 voices · 4 citations
   #cs.CV #cs.AI #cs.LG
4. Atlas: A Novel Pathology Foundation Model by Mayo Clinic, Charité, and Aignostics
   2025/01/09 by Maximilian Alber, Stephan Tietz, Alber, Maximilian +50 · 4 citations
   Medicine · #Artificial Intelligence (cs.AI) #Clinical Laboratory Practices and Quality Control #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hematological disorders and diagnostics #Machine Learning (cs.LG) #Tuberculosis Research and Epidemiology
5. xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology
   2024/06/06 by Julius Hense, Hense, Julius, Mina Jamshidi Idaji +17 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Transfer Learning for Segmentation Problems: Choose the Right Encoder and Skip the Decoder
   2022/07/29 by Jonas Dippel, Dippel, Jonas, Matthias Lenga +7 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning
7. AI-based Anomaly Detection for Clinical-Grade Histopathological Diagnostics
   2024/06/21 by Jonas Dippel, Niklas Prenißl, Dippel, Jonas +23 · 2 citations
   Medicine · Computer Science · #COVID-19 diagnosis using AI #Artificial Intelligence in Healthcare and Education #AI in cancer detection