Research output per year
Research output per year
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Dive into the research topics where Alexander Fuchs is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Avoiding domain drift and constant predictions with diffusion enhanced vector-quantized autoencoders for temperature prediction
Lampl, N. M., Machado de Freitas, J., Fuchs, A. & Pernkopf, F., 2025, ICASSP.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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Multiantenna Radar Signal Interference Mitigation Using Complex-Valued Convolutional Neural Networks
Fuchs, A., Rock, J., Toth, M., Meissner, P. & Pernkopf, F., Mar 2025, In: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 55, 3, p. 1997 - 2008 12 p.Research output: Contribution to journal › Article › peer-review
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Data-Scarce Condition Modeling Requires Model-Based Prior Regularization
Mutsam, N., Fuchs, A., Ziegler, F. & Pernkopf, F., 2024, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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Multi Antenna Radar Signal Denoising and Interference Mitigation using Complex-valued Convolutional Neural Networks
Fuchs, A., Rock, J., Toth, M., Meissner, P. & Pernkopf, F., 2024, (Accepted/In press) In: IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics.Research output: Contribution to journal › Article › peer-review
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On Training Physics-Informed Neural Networks for Oscillating Problems
Hofmann-Wellenhof, M., Fuchs, A. & Pernkopf, F., 2024, ICLR Workshop. 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Activities
- 2 Poster presentation
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Methodological improvements to multi-layered feed-forward networks applied to metallic systems
Fuchs, A. (Speaker), Meyer, R. (Contributor) & Hauser, A. (Contributor)
13 Jun 2018 → 15 Jun 2018Activity: Talk or presentation › Poster presentation › Science to science
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Embedded atom model potentials for metallic nanoparticles based on neural networks
Meyer, R. (Speaker), Fuchs, A. (Contributor) & Hauser, A. (Contributor)
13 Jun 2018 → 15 Jun 2018Activity: Talk or presentation › Poster presentation › Science to science