Towards Real-Time Image Reconstruction Using Deep Neural Networks

von Kyono, Trent
Veröffentlicht in Advanced Maui Optical and Space Surveillance Technologies Conference (21. : 2020 : Online) 21st Advanced Maui Optical and Space Surveillance Technologies Conference (AMOS 2020) ; Volume 2 of 2 (2021)

Determining Multi-Frame Blind Deconvolution Resolvability using Deep Learning

von Kyono, Trent
Veröffentlicht in Advanced Maui Optical and Space Surveillance Technologies Conference (20. : 2019 : Maui) 20th Advanced Maui Optical and Space Surveillance Technologies Conference (AMOS 2019) ; Volume 2 of 2 (2020)

CASTLE: REGULARIZATION VIA AUXILIARY CAUSAL GRAPH DISCOVER

von Kyono, Trent
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 2 of 27 (2021)

MIRACLE: Causally-Aware Imputation via Learning Missing Data Mechanisms

von Kyono, Trent
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 29 of 36 (2022)

DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks

von van Breugel, Boris
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 27 of 36 (2022)

Formal Analysis of Neural Network-Based Systems in the Aircraft Domain

von Kouvaros, Panagiotis
Veröffentlicht in FM (24. : 2021 : Online) Formal Methods (2021)