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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.
- 1 Similar Profiles
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 Predictions
Lampl, N. M., Machado de Freitas, J., Fuchs, A. & Pernkopf, F., 2025, 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025 - Proceedings. Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). IEEE, (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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Data and Modelling Assumptions in Physics-Informed Operator Learning
Hofmann-Wellenhof, M., Fuchs, A., Geiger, B. & Pernkopf, F., 2025, 1st Workshop on Differentiable Systems and Scientific Machine Learning @ EurIPS 2025. 13 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › 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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TabPFN for Data-Scarce Industrial Settings
Machado de Freitas, J., Fuchs, A., Paller, P., Feuerstein, M. & Pernkopf, F., 2025, EurIPS, AITD Workshop. 5 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Utilizing TabPFN for Multi-Instance Data with Scarce Labels
Kopp, N., Fuchs, A., Paller, P., Feuerstein, M. & Pernkopf, F., 2025, EurIPS, AITD Workshop.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Activities
- 2 Poster presentation
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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
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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