David M. Knigge

1. Towards a General Purpose CNN for Long Range Dependencies in ND
   2022/06/07 by David W. Romero, David M. Knigge, Romero, David W. +11 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. How to Train Neural Field Representations: A Comprehensive Study and Benchmark
   2023/12/15 by Samuele Papa, Riccardo Valperga, Papa, Samuele +11 · 3 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Advanced Neural Network Applications #Cell Image Analysis Techniques #Medical Image Segmentation Techniques
3. Grounding Continuous Representations in Geometry: Equivariant Neural Fields
   2024/06/09 by David R. Wessels, David M. Knigge, Wessels, David R +11 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
4. Space-Time Continuous PDE Forecasting using Equivariant Neural Fields
   2024/06/10 by David M. Knigge, Knigge, David M., David R. Wessels +11 · 2 citations
   Computer Science · Decision Sciences · Environmental Science · #Air Quality Monitoring and Forecasting #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)