Deep Variational Sequential Monte Carlo for High-Dimensional Observations
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Author(s):
Wessel L. van Nierop, Nir Shlezinger, Ruud J.G. van Sloun
Published in:
ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025
Publisher:
IEEE
DOI:
10.1109/ICASSP49660.2025.10889044
Sequential Posterior Sampling with Diffusion Models
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Author(s):
Tristan S.W. Stevens, Oisín Nolan, Jean-Luc Robert, Ruud J.G. Van Sloun
Published in:
ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025
Publisher:
IEEE
DOI:
10.1109/ICASSP49660.2025.10889752
Deep Sylvester Posterior Inference for Adaptive Compressed Sensing in Ultrasound Imaging
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Author(s):
Simon W. Penninga, Hans van Gorp, Ruud J.G. van Sloun
Published in:
ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025
Publisher:
IEEE
DOI:
10.1109/ICASSP49660.2025.10888253