Tenbrinck, Daniel
- Identifying Untrustworthy Predictions in Neural Networks by Geometric\n Gradient Analysis
2021/02/24 by Leo Schwinn, An Nguyen, Schwinn, Leo +13 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
- Neural Architecture Search via Bregman Iterations
2021/06/04 by Leon Bungert, Bungert, Leon, Tim Roith +5 · 1 citation
Computer Science · Physics and Astronomy · #65K10 #68T05 #90C26 #F.2.1 #FOS: Computer and information sciences #FOS: Mathematics #G.1.6 #Gaussian Processes and Bayesian Inference #I.2.6 #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC)
- Computing Nonlinear Eigenfunctions via Gradient Flow Extinction
2019/02/27 by Leon Bungert, Bungert, Leon, Martin Burger +3 · 1 citation
Computer Science · Engineering · #35P10 #35P30 #62H30 #68T10 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Neural Networks and Applications #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques #Topological and Geometric Data Analysis
- Resolution-Invariant Image Classification based on Fourier Neural Operators
2023/04/02 by Kabri, Samira, Roith, Tim, Tenbrinck, Daniel +1 · 1 citation
#65T40 #68T45 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA)