Articles by Carl Shneider | Synthical

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Articles by Carl Shneider

Hardware Aware Evolutionary Neural Architecture Search using Representation Similarity Metric

7 November 2023 by Nilotpal Sinha and others

Neural and Evolutionary Computing

Impact of Disentanglement on Pruning Neural Networks

19 July 2023 by Carl Shneider and others

Machine Learning, Computer Vision and Pattern Recognition

A Survey on Deep Learning-Based Monocular Spacecraft Pose Estimation: Current State, Limitations and Prospects

15 May 2023 by Leo Pauly and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Probabilistic prediction of Dst storms one-day-ahead using Full-Disk SoHO Images

29 March 2022 by Anjing Hu and others

Space Physics, Earth and Planetary Astrophysics

The data-driven future of high energy density physics

22 November 2021 by Peter Hatfield and others

Plasma Physics, High Energy Physics

A Machine-Learning-Ready Dataset Prepared from the Solar and Heliospheric Observatory Mission

4 August 2021 by Carl Shneider and others

Solar and Stellar Astrophysics, Instrumentation and Methods for Astrophysics

Ideas for Improving the Field of Machine Learning: Summarizing Discussion from the NeurIPS 2019 Retrospectives Workshop

21 July 2020 by Shagun Sodhani and others

Computers and Society, Artificial Intelligence

Single-Frame Super-Resolution of Solar Magnetograms: Investigating Physics-Based Metrics \& Losses

4 November 2019 by Anna Jungbluth and others

Solar and Stellar Astrophysics, Machine Learning

Probabilistic Super-Resolution of Solar Magnetograms: Generating Many Explanations and Measuring Uncertainties

4 November 2019 by Xavier Gitiaux and others

Machine Learning, Solar and Stellar Astrophysics

Constraining regular and turbulent magnetic field strengths in M51 via Faraday depolarization

22 June 2014 by Carl Shneider and others at

Leiden University

Astrophysics of Galaxies

Depolarization of synchrotron radiation in a multilayer magneto-ionic medium

14 May 2014 by Carl Shneider and others

Astrophysics of Galaxies