Alexander Fuchs

11 papers C 3Misc 3Journal 5
YearRankTypeTitle / Venue / Authors
2025 Misc conf
Avoiding Domain Drift and Constant Predictions with Diffusion Enhanced Vector-Quantized Autoencoders for Temperature Predictions.
ICASSP
Nina Lampl, João Machado de Freitas, Alexander Fuchs, Benedikt Brezina, Michael Klitzsch, Franz Pernkopf
2025 J jnl
Multiantenna Radar Signal Interference Mitigation Using Complex-Valued Convolutional Neural Networks.
IEEE Trans. Syst. Man Cybern. Syst.
Alexander Fuchs, Johanna Rock, Máté Tóth, Paul Meissner, Franz Pernkopf
2024 Misc conf
Data-Scarce Condition Modeling Requires Model-Based Prior Regularization.
ICASSP
Nikolaus Mutsam, Alexander Fuchs, Fabio Ziegler, Franz Pernkopf
2023 Misc conf
Self-Attention for Enhanced OAMP Detection in MIMO Systems.
ICASSP
Alexander Fuchs, Christian Knoll, Nima N. Moghadam, Alexey Pak, Jinliang Huang, Erik Leitinger, Franz Pernkopf
2023 J jnl
Self-attention for Enhanced OAMP Detection in MIMO Systems.
CoRR
Alexander Fuchs, Christian Knoll, Nima N. Moghadam, Alexey Pak, Jinliang Huang, Erik Leitinger, Franz Pernkopf
2022 C conf
Example or Prototype? Learning Concept-Based Explanations in Time-Series.
ACML
Christoph Obermair, Alexander Fuchs, Franz Pernkopf, Lukas Felsberger, Andrea Apollonio, Daniel Wollmann
2021 J jnl
Complex-valued Convolutional Neural Networks for Enhanced Radar Signal Denoising and Interference Mitigation.
CoRR
Alexander Fuchs, Johanna Rock, Máté Tóth, Paul Meissner, Franz Pernkopf
2021 J jnl
Distribution Mismatch Correction for Improved Robustness in Deep Neural Networks.
CoRR
Alexander Fuchs, Christian Knoll, Franz Pernkopf
2020 J jnl
Wasserstein Routed Capsule Networks.
CoRR
Alexander Fuchs, Franz Pernkopf
2019 C conf
Acoustic Scene Classification Using Deep Mixtures of Pre-trained Convolutional Neural Networks.
ICMLA
Truc Nguyen, Alexander Fuchs, Franz Pernkopf
2019 C conf
Recurrent Dilated DenseNets for a Time-Series Segmentation Task.
ICMLA
Alexander Fuchs, Robin Priewald, Franz Pernkopf