Kreusser, Lisa Maria
- Wasserstein GANs Work Because They Fail (to Approximate the Wasserstein Distance)
2021/03/02 by Jan Stanczuk, Christian Etmann, Stanczuk, Jan +5 · 4 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications
- Closing the ODE-SDE gap in score-based diffusion models through the Fokker-Planck equation
2023/11/27 by Teo Deveney, Deveney, Teo, Jan Stanczuk +7 · 4 citations
Computer Science · Medicine · Physics and Astronomy · #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
- Equidistribution-based training of Free Knot Splines and ReLU Neural Networks
2024/07/02 by Simone Appella, Simon Arridge, Appella, Simone +7 · 1 citation
Engineering · #Advanced Numerical Analysis Techniques #Advanced machining processes and optimization
- Γ-Convergence of an Ambrosio-Tortorelli approximation scheme for image segmentation
2022/02/10 by Irene Fonseca, Lisa Maria Kreußer, Fonseca, Irene +5 · 1 citation
Engineering · Mathematics · #Analysis of PDEs (math.AP) #FOS: Mathematics #Mathematical Approximation and Integration #Numerical Analysis (math.NA) #Numerical methods in inverse problems #Optimization and Control (math.OC) #Thermoelastic and Magnetoelastic Phenomena
- Parallel-in-Time Solutions with Random Projection Neural Networks
2024/08/19 by Marta M. Betcke, Lisa Maria Kreußer, Betcke, Marta M. +3 · 1 citation
Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications #Numerical Analysis (math.NA)