Karczewski, Rafał
- Inhibited Softmax for Uncertainty Estimation in Neural Networks
2018/10/03 by Marcin Możejko, Mateusz Susik, Możejko, Marcin +3 · 3 citations
Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
- The Spacetime of Diffusion Models: An Information Geometry Perspective
2025/05/23 by Rafał Karczewski, Markus Heinonen, Karczewski, Rafał +7 · 3 voices · 3 citations
Computer Science · Mathematics · Physics and Astronomy · #Morphological variations and asymmetry #Statistical Mechanics and Entropy #Topological and Geometric Data Analysis #cs.LG
- Diffusion Models as Cartoonists: The Curious Case of High Density Regions
2024/11/02 by Karczewski, Rafał, Heinonen, Markus, Garg, Vikas · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)