Nico Hoffmann
Orcid: 0000-0002-6788-1047
According to our database1,
Nico Hoffmann
authored at least 32 papers
between 2014 and 2024.
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Book In proceedings Article PhD thesis Dataset OtherLinks
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Bibliography
2024
Ensuring Topological Data-Structure Preservation under Autoencoder Compression Due to Latent Space Regularization in Gauss-Legendre Nodes.
Axioms, August, 2024
2023
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
2022
LiFe-net: Data-driven Modelling of Time-dependent Temperatures and Charging Statistics Of Tesla's LiFePo4 EV Battery.
CoRR, 2022
Continual learning autoencoder training for a particle-in-cell simulation via streaming.
CoRR, 2022
CoRR, 2022
Acceptance Rates of Invertible Neural Networks on Electron Spectra from Near-Critical Laser-Plasmas: A Comparison.
Proceedings of the Parallel Processing and Applied Mathematics, 2022
Proceedings of the Deep Generative Models - Second MICCAI Workshop, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
2021
Global Attention Mechanism: Retain Information to Enhance Channel-Spatial Interactions.
CoRR, 2021
Invertible Surrogate Models: Joint surrogate modelling and reconstruction of Laser-Wakefield Acceleration by invertible neural networks.
CoRR, 2021
2020
Medical Image Anal., 2020
Proceedings of the Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI, 2020
Intraoperative thermographic perfusion mapping in neurosurgery using regularized semiparametric regression (Conference Presentation).
Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020
Visualisation of Medical Image Fusion and Translation for Accurate Diagnosis of High Grade Gliomas.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
Deep White Matter Analysis: Fast, Consistent Tractography Segmentation Across Populations and dMRI Acquisitions.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy, 2019
2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the 2018 IEEE Biomedical Circuits and Systems Conference, 2018
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
2017
Dynamic Thermal Imaging for Intraoperative Monitoring of Neuronal Activity and Cortical Perfusion
PhD thesis, 2017
2016
Learning Thermal Process Representations for Intraoperative Analysis of Cortical Perfusion During Ischemic Strokes.
Proceedings of the Deep Learning and Data Labeling for Medical Applications, 2016
Incorporating MRI structural information into intraoperative functional thermography in neurosurgery.
Proceedings of the 15. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, September 29, 2016
2015
Proceedings of the European Conference on Circuit Theory and Design, 2015
2014
Intraoperative imaging of cortical perfusion by time-resolved thermography using cold bolus approach.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014