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Alexander Fuchs
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 9
Top Topics
Radar Signal
Convolutional Neural Networks
Multi Unit Combinatorial Auctions
Pointwise
Top Venues
CoRR
ICASSP
ICMLA
ACML
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Publications
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Nikolaus Mutsam
,
Alexander Fuchs
,
Fabio Ziegler
,
Franz Pernkopf
Data-Scarce Condition Modeling Requires Model-Based Prior Regularization.
ICASSP
(2024)
Alexander Fuchs
,
Christian Knoll
,
Nima N. Moghadam
,
Alexey Pak
,
Jinliang Huang
,
Erik Leitinger
,
Franz Pernkopf
Self-Attention for Enhanced OAMP Detection in MIMO Systems.
ICASSP
(2023)
Alexander Fuchs
,
Christian Knoll
,
Nima N. Moghadam
,
Alexey Pak
,
Jinliang Huang
,
Erik Leitinger
,
Franz Pernkopf
Self-attention for Enhanced OAMP Detection in MIMO Systems.
CoRR
(2023)
Christoph Obermair
,
Alexander Fuchs
,
Franz Pernkopf
,
Lukas Felsberger
,
Andrea Apollonio
,
Daniel Wollmann
Example or Prototype? Learning Concept-Based Explanations in Time-Series.
ACML
(2022)
Alexander Fuchs
,
Johanna Rock
,
Máté Tóth
,
Paul Meissner
,
Franz Pernkopf
Complex-valued Convolutional Neural Networks for Enhanced Radar Signal Denoising and Interference Mitigation.
CoRR
(2021)
Alexander Fuchs
,
Christian Knoll
,
Franz Pernkopf
Distribution Mismatch Correction for Improved Robustness in Deep Neural Networks.
CoRR
(2021)
Alexander Fuchs
,
Franz Pernkopf
Wasserstein Routed Capsule Networks.
CoRR
(2020)
Alexander Fuchs
,
Robin Priewald
,
Franz Pernkopf
Recurrent Dilated DenseNets for a Time-Series Segmentation Task.
ICMLA
(2019)
Truc Nguyen
,
Alexander Fuchs
,
Franz Pernkopf
Acoustic Scene Classification Using Deep Mixtures of Pre-trained Convolutional Neural Networks.
ICMLA
(2019)