Research output per year
Research output per year
Search results
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2024
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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2023
Distribution Mismatch Correction for Acoustic Scene Classification
Maier, L., Fuchs, A. & Pernkopf, F., 2023, ITG Speech Communication.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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Example or Prototype? Learning Concept-Based Explanations in Time Series
Obermair, C., Fuchs, A., Felsberger, L., Pernkopf, F., Apollonio, A. & Wollmann, D., 2023, 2022 Asian Conference on Machine Learning (ACML).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open AccessFile -
Self-attention for enhanced OAMP Detection in MIMO Systems
Fuchs, A., Knoll, C., Leitinger, E. & Pernkopf, F., 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Proceedings. 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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2021
Complex-Valued Convolutional Neural Networks for Enhanced Radar Signal Denoising and Interference Mitigation
Fuchs, A., Rock, J., Toth, M. A., Meissner, P. & Pernkopf, F., 2021, IEEE Radar Conference.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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Wasserstein Distribution Correction for Improved Robustness in Deep Neural Networks
Fuchs, A., Knoll, C. & Pernkopf, F., 2021, NeurIPS Workshop DistShift.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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2020
Laser-based Hair Crack Detection on Wafers
Fuchs, A., Priewald, R. & Pernkopf, F., Aug 2020, 2020 31st Annual SEMI Advanced Semiconductor Manufacturing Conference, ASMC 2020. 6 p. 9185278. (ASMC (Advanced Semiconductor Manufacturing Conference) Proceedings; vol. 2020-August).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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2019
Acoustic Scene Classification Using Deep Mixture of Pre-trained Convolutional Neural Networks
Nguyen, T. K. T., Pernkopf, F. & Fuchs, A., 2019, IEEE International Conference on Machine Learning and Applications.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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Recurrent Dilated DenseNets for a Time-Series Segmentation Task
Fuchs, A., Priewald, R. & Pernkopf, F., 2019, IEEE International Conference on Machine Learning and Applications.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review