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Perla Mayo
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2020 – today
- 2024
- [c5]Perla Mayo, Matteo Cencini, Ketan Fatania, Carolin M. Pirkl, Marion I. Menzel, Bjoern H. Menze, Michela Tosetti, Mohammad Golbabaee:
Deep Image Priors for Magnetic Resonance Fingerprinting with Pretrained Bloch-Consistent Denoising Autoencoders. ISBI 2024: 1-4 - [c4]Perla Mayo, Matteo Cencini, Carolin M. Pirkl, Marion I. Menzel, Michela Tosetti, Bjoern H. Menze, Mohammad Golbabaee:
StoDIP: Efficient 3D MRF Image Reconstruction with Deep Image Priors and Stochastic Iterations. MLMI@MICCAI (2) 2024: 128-137 - [i4]Perla Mayo, Matteo Cencini, Ketan Fatania, Carolin M. Pirkl, Marion I. Menzel, Bjoern H. Menze, Michela Tosetti, Mohammad Golbabaee:
Deep Image Priors for Magnetic Resonance Fingerprinting with pretrained Bloch-consistent denoising autoencoders. CoRR abs/2407.19866 (2024) - [i3]Perla Mayo, Matteo Cencini, Carolin M. Pirkl, Marion I. Menzel, Michela Tosetti, Bjoern H. Menze, Mohammad Golbabaee:
StoDIP: Efficient 3D MRF image reconstruction with deep image priors and stochastic iterations. CoRR abs/2408.02367 (2024) - 2022
- [i2]Perla Mayo, Nantheera Anantrasirichai, Thanarat H. Chalidabhongse, Duangdao Palasuwan, Alin Achim:
Detection of Parasitic Eggs from Microscopy Images and the emergence of a new dataset. CoRR abs/2203.02940 (2022) - 2021
- [j2]Perla Mayo, Oktay Karakus, Robin Holmes, Alin Achim:
Representation Learning via Cauchy Convolutional Sparse Coding. IEEE Access 9: 100447-100459 (2021) - 2020
- [j1]Oktay Karakus, Perla Mayo, Alin Achim:
Convergence Guarantees for Non-Convex Optimisation With Cauchy-Based Penalties. IEEE Trans. Signal Process. 68: 6159-6170 (2020) - [c3]Perla Mayo, Robin Holmes, Alin Achim:
Iterative Cauchy Thresholding: Regularisation With A Heavy-Tailed Prior. ICIP 2020: 2925-2929 - [i1]Perla Mayo, Oktay Karakus, Robin Holmes, Alin Achim:
Representation Learning via Cauchy Convolutional Sparse Coding. CoRR abs/2008.03473 (2020)
2010 – 2019
- 2019
- [c2]Perla Mayo, Robin Holmes, Alin Achim:
Classification of Alzheimer's Disease in MRI based on Dictionary Learning and Heavy Tailed Modelling. EMBC 2019: 454-457 - [c1]Daniel Valdez Zermeno, Perla Mayo, Lindsay Nicholson, Alin Achim:
Super-Resolution OCT Using Sparse Representations and Heavy-Tailed Models. EMBC 2019: 5585-5588
Coauthor Index
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