Perla Mayo

15 papers B 1Journal 9Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Denoising Diffusion Probabilistic Models for Magnetic Resonance Fingerprinting.
IEEE Access
Perla Mayo, Carolin M. Pirkl, Alin M. Achim, Bjoern H. Menze, Mohammad Golbabaee
2025 — conf
Physics Informed Guided Diffusion for Accelerated Multi-parametric MRI Reconstruction.
MICCAI (16)
Perla Mayo, Carolin M. Pirkl, Alin Achim, Bjoern Menze, Mohammad Golbabaee
2025 J jnl
Physics informed guided diffusion for accelerated multi-parametric MRI reconstruction.
CoRR
Perla Mayo, Carolin M. Pirkl, Alin Achim, Bjoern H. Menze, Mohammad Golbabaee
2024 — conf
Deep Image Priors for Magnetic Resonance Fingerprinting with Pretrained Bloch-Consistent Denoising Autoencoders.
ISBI
Perla Mayo, Matteo Cencini, Ketan Fatania, Carolin M. Pirkl, Marion I. Menzel, Bjoern H. Menze, Michela Tosetti, Mohammad Golbabaee
2024 J jnl
Deep Image Priors for Magnetic Resonance Fingerprinting with pretrained Bloch-consistent denoising autoencoders.
CoRR
Perla Mayo, Matteo Cencini, Ketan Fatania, Carolin M. Pirkl, Marion I. Menzel, Bjoern H. Menze, Michela Tosetti, Mohammad Golbabaee
2024 J jnl
Improved Patch Denoising Diffusion Probabilistic Models for Magnetic Resonance Fingerprinting.
CoRR
Perla Mayo, Carolin M. Pirkl, Alin Achim, Bjoern H. Menze, Mohammad Golbabaee
2024 — conf
StoDIP: Efficient 3D MRF Image Reconstruction with Deep Image Priors and Stochastic Iterations.
MLMI@MICCAI (2)
Perla Mayo, Matteo Cencini, Carolin M. Pirkl, Marion I. Menzel, Michela Tosetti, Bjoern H. Menze, Mohammad Golbabaee
2024 J jnl
StoDIP: Efficient 3D MRF image reconstruction with deep image priors and stochastic iterations.
CoRR
Perla Mayo, Matteo Cencini, Carolin M. Pirkl, Marion I. Menzel, Michela Tosetti, Bjoern H. Menze, Mohammad Golbabaee
2022 J jnl
Detection of Parasitic Eggs from Microscopy Images and the emergence of a new dataset.
CoRR
Perla Mayo, Nantheera Anantrasirichai, Thanarat H. Chalidabhongse, Duangdao Palasuwan, Alin Achim
2021 J jnl
Representation Learning via Cauchy Convolutional Sparse Coding.
IEEE Access
Perla Mayo, Oktay Karakus, Robin Holmes, Alin Achim
2020 J jnl
Convergence Guarantees for Non-Convex Optimisation With Cauchy-Based Penalties.
IEEE Trans. Signal Process.
Oktay Karakus, Perla Mayo, Alin Achim
2020 B conf
Iterative Cauchy Thresholding: Regularisation With A Heavy-Tailed Prior.
ICIP
Perla Mayo, Robin Holmes, Alin Achim
2020 J jnl
Representation Learning via Cauchy Convolutional Sparse Coding.
CoRR
Perla Mayo, Oktay Karakus, Robin Holmes, Alin Achim
2019 — conf
Classification of Alzheimer's Disease in MRI based on Dictionary Learning and Heavy Tailed Modelling.
EMBC
Perla Mayo, Robin Holmes, Alin Achim
2019 — conf
Super-Resolution OCT Using Sparse Representations and Heavy-Tailed Models.
EMBC
Daniel Valdez Zermeno, Perla Mayo, Lindsay Nicholson, Alin Achim