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Michael Baur
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Variational Autoencoder Leveraged MMSE Channel Estimation
M Baur, B Fesl, M Koller, W Utschick
2022 56th Asilomar Conference on Signals, Systems, and Computers, 527-532, 2022
182022
Leveraging variational autoencoders for parameterized MMSE estimation
M Baur, B Fesl, W Utschick
IEEE Transactions on Signal Processing, 2024
11*2024
Online leakage attribution to exclusion areas prototype application
B Rüger, D Pierl, M Guber, J Yin, M Baur, H Eberhard, F Klawonn, ...
Energy Procedia 149, 575-584, 2018
102018
Diffusion-based generative prior for low-complexity MIMO channel estimation
B Fesl, M Baur, F Strasser, M Joham, W Utschick
IEEE Wireless Communications Letters, 2024
62024
Variational inference aided estimation of time varying channels
B Böck, M Baur, V Rizzello, W Utschick
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
52023
Unsupervised parameter estimation using model-based decoder
F Weißer, M Baur, W Utschick
2023 IEEE 24th International Workshop on Signal Processing Advances in …, 2023
42023
Joint particle detection and analysis by a cnn and adaptive norm minimization approach
M Baur, M Reisbeck, O Hayden, W Utschick
IEEE Transactions on Biomedical Engineering 69 (8), 2468-2479, 2022
42022
A Statistical Characterization of Wireless Channels Conditioned on Side Information
B Böck, M Baur, N Turan, D Semmler, W Utschick
arXiv preprint arXiv:2406.04282, 2024
32024
Channel Estimation in Underdetermined Systems Utilizing Variational Autoencoders
M Baur, N Turan, B Fesl, W Utschick
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
32024
Variational Autoencoder for Channel Estimation: Real-World Measurement Insights
M Baur, B Böck, N Turan, W Utschick
2024 27th International Workshop on Smart Antennas (WSA), 117-122, 2024
22024
On the Asymptotic Mean Square Error Optimality of Diffusion Probabilistic Models
B Fesl, B Böck, F Strasser, M Baur, M Joham, W Utschick
arXiv preprint arXiv:2403.02957, 2024
22024
CSI clustering with variational autoencoding
M Baur, M Würth, M Koller, VC Andrei, W Utschick
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
22022
Evaluation Metrics and Methods for Generative Models in the Wireless PHY Layer
M Baur, N Turan, S Wallner, W Utschick
arXiv preprint arXiv:2408.00634, 2024
12024
Gohberg-Semencul Estimation of Toeplitz Structured Covariance Matrices and Their Inverses
B Böck, D Semmler, B Fesl, M Baur, W Utschick
arXiv preprint arXiv:2311.14995, 2023
12023
Model Order Selection with Variational Autoencoding
M Baur, F Weißer, B Böck, W Utschick
2023 IEEE 24th International Workshop on Signal Processing Advances in …, 2023
12023
Empirical Evaluation of Distributional Shifts in FDD Systems Based on Ray-Tracing
M Baur, V Rizzello, NA Prado, W Utschick
WSA & SCC 2023; 26th International ITG Workshop on Smart Antennas and 13th …, 2023
12023
Addressing Pilot Contamination in Channel Estimation with Variational Autoencoders
A Kasibovic, B Fesl, M Baur, W Utschick
arXiv preprint arXiv:2409.07071, 2024
2024
Feedback Design with VQ-VAE for Robust Precoding in Multi-User FDD Systems
N Turan, M Baur, J Li, W Utschick
arXiv preprint arXiv:2408.04505, 2024
2024
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