David Ruhe
Ph.D. Student in Machine Learning
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Detecting Dispersed Radio Transients in Real Time Using Convolutional Neural Networks
Abstract We present a methodology for automated real-time analysis of a radio image data stream w...
Geometric Clifford Algebra Networks
Abstract We propose Geometric Clifford Algebra Networks (GCANs) that are based on symmetry group ...
Normalizing Flows for Hierarchical Bayesian Analysis: A Gravitational Wave Population Study
Abstract We propose parameterizing the population distribution of the gravitational wave populati...
Self-Supervised Inference in State-Space Models
Abstract We perform approximate inference in state-space models with nonlinear state transitions....
Variational Diffusion Models
[[January 2022. Note, this is still work in progress. If anything about the post or code is not c...
Licence MIT