Benchmarking GANs, Diffusion Models, and Flow Matching for T1w-to-T2w MRI Translation
Fuente:
arXiv
Saved in:
| Main Authors: | Moschetto, Andrea, Puglisi, Lemuel, Sargood, Alec, Dell'Acqua, Pierluigi, Guarnera, Francesco, Battiato, Sebastiano, Ravì, Daniele |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Novel Metric for Detecting Memorization in Generative Models for Brain MRI Synthesis
by: Scardace, Antonio, et al.
Published: (2025)
by: Scardace, Antonio, et al.
Published: (2025)
Reinforcing the Weakest Links: Modernizing SIENA with Targeted Deep Learning Integration
by: Raciti, Riccardo, et al.
Published: (2026)
by: Raciti, Riccardo, et al.
Published: (2026)
SynthBA: Reliable Brain Age Estimation Across Multiple MRI Sequences and Resolutions
by: Puglisi, Lemuel, et al.
Published: (2024)
by: Puglisi, Lemuel, et al.
Published: (2024)
CoCoLIT: ControlNet-Conditioned Latent Image Translation for MRI to Amyloid PET Synthesis
by: Sargood, Alec, et al.
Published: (2025)
by: Sargood, Alec, et al.
Published: (2025)
TADM: Temporally-Aware Diffusion Model for Neurodegenerative Progression on Brain MRI
by: Litrico, Mattia, et al.
Published: (2024)
by: Litrico, Mattia, et al.
Published: (2024)
Temporally-Aware Diffusion Model for Brain Progression Modelling with Bidirectional Temporal Regularisation
by: Litrico, Mattia, et al.
Published: (2025)
by: Litrico, Mattia, et al.
Published: (2025)
GenTract: Generative Global Tractography
by: Sargood, Alec, et al.
Published: (2025)
by: Sargood, Alec, et al.
Published: (2025)
Enhancing Spatiotemporal Disease Progression Models via Latent Diffusion and Prior Knowledge
by: Puglisi, Lemuel, et al.
Published: (2024)
by: Puglisi, Lemuel, et al.
Published: (2024)
On the exploitation of DCT statistics for cropping detectors
by: Ragaglia, Claudio Vittorio, et al.
Published: (2024)
by: Ragaglia, Claudio Vittorio, et al.
Published: (2024)
Brain Latent Progression: Individual-based Spatiotemporal Disease Progression on 3D Brain MRIs via Latent Diffusion
by: Puglisi, Lemuel, et al.
Published: (2025)
by: Puglisi, Lemuel, et al.
Published: (2025)
A Novel Dataset for Non-Destructive Inspection of Handwritten Documents
by: Breci, Eleonora, et al.
Published: (2024)
by: Breci, Eleonora, et al.
Published: (2024)
Innovative Methods for Non-Destructive Inspection of Handwritten Documents
by: Breci, Eleonora, et al.
Published: (2023)
by: Breci, Eleonora, et al.
Published: (2023)
On the Exploitation of DCT-Traces in the Generative-AI Domain
by: Pontorno, Orazio, et al.
Published: (2024)
by: Pontorno, Orazio, et al.
Published: (2024)
Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery
by: Giusti, Claudio, et al.
Published: (2025)
by: Giusti, Claudio, et al.
Published: (2025)
DeepFeatureX Net: Deep Features eXtractors based Network for discriminating synthetic from real images
by: Pontorno, Orazio, et al.
Published: (2024)
by: Pontorno, Orazio, et al.
Published: (2024)
Improving Video Deepfake Detection: A DCT-Based Approach with Patch-Level Analysis
by: Guarnera, Luca, et al.
Published: (2023)
by: Guarnera, Luca, et al.
Published: (2023)
Satellite-based Rabi rice paddy field mapping in India: a case study on Telangana state
by: Putta, Prashanth Reddy, et al.
Published: (2025)
by: Putta, Prashanth Reddy, et al.
Published: (2025)
GenAI Mirage: The Impostor Bias and the Deepfake Detection Challenge in the Era of Artificial Illusions
by: Casu, Mirko, et al.
Published: (2023)
by: Casu, Mirko, et al.
Published: (2023)
Towards Reliable Audio Deepfake Attribution and Model Recognition: A Multi-Level Autoencoder-Based Framework
by: Di Pierno, Andrea, et al.
Published: (2025)
by: Di Pierno, Andrea, et al.
Published: (2025)
End-to-end Audio Deepfake Detection from RAW Waveforms: a RawNet-Based Approach with Cross-Dataset Evaluation
by: Di Pierno, Andrea, et al.
Published: (2025)
by: Di Pierno, Andrea, et al.
Published: (2025)
SynthForensics: Benchmarking and Evaluating People-Centric Synthetic Video Deepfakes
by: Leotta, Roberto, et al.
Published: (2026)
by: Leotta, Roberto, et al.
Published: (2026)
Joint Analysis of Optical and SAR Vegetation Indices for Vineyard Monitoring: Assessing Biomass Dynamics and Phenological Stages over Po Valley, Italy
by: Bergamaschi, Andrea, et al.
Published: (2025)
by: Bergamaschi, Andrea, et al.
Published: (2025)
MITS-GAN: Safeguarding Medical Imaging from Tampering with Generative Adversarial Networks
by: Pasqualino, Giovanni, et al.
Published: (2024)
by: Pasqualino, Giovanni, et al.
Published: (2024)
Deepfake Forensic Analysis: Source Dataset Attribution and Legal Implications of Synthetic Media Manipulation
by: Cassia, Massimiliano, et al.
Published: (2025)
by: Cassia, Massimiliano, et al.
Published: (2025)
Enhancing Crime Scene Investigations through Virtual Reality and Deep Learning Techniques
by: Zappalà, Antonino, et al.
Published: (2024)
by: Zappalà, Antonino, et al.
Published: (2024)
Mapping 60 Years of Psychophysiology: A Bibliometric Analysis of Journal Performance, Authorship Trends, and Thematic Evolution
by: Christian Panitz, et al.
Published: (2025)
by: Christian Panitz, et al.
Published: (2025)
A construção da competência clínica: da concepção dos planejamentos de ensino às representações da aprendizagem entre graduandos de enfermagem
by: Magda Cristina Queiroz Dell'Acqua
Published: (2004)
by: Magda Cristina Queiroz Dell'Acqua
Published: (2004)
Industrial Machines Health Prognosis using a Transformer-based Framework
by: Poland, David J, et al.
Published: (2024)
by: Poland, David J, et al.
Published: (2024)
ICPR 2024 Competition on Multiple Sclerosis Lesion Segmentation -- Methods and Results
by: Rondinella, Alessia, et al.
Published: (2024)
by: Rondinella, Alessia, et al.
Published: (2024)
Fraud is Not Just Rarity: A Causal Prototype Attention Approach to Realistic Synthetic Oversampling
by: Giusti, Claudio, et al.
Published: (2025)
by: Giusti, Claudio, et al.
Published: (2025)
Mutual Information Analysis of Neuromorphic Coding for Distributed Wireless Spiking Neural Networks
by: Savazzi, Pietro, et al.
Published: (2024)
by: Savazzi, Pietro, et al.
Published: (2024)
Does Inorganic Growth Improve ESG Performance?
by: Alberto Dell'Acqua, et al.
Published: (2026)
by: Alberto Dell'Acqua, et al.
Published: (2026)
When (not) to talk politics in business: Experimental evidence
by: Tommaso Bondi, et al.
Published: (2025)
by: Tommaso Bondi, et al.
Published: (2025)
The Higher Structure of Symmetries of Axion-Maxwell Theory
by: Del Zotto, Michele, et al.
Published: (2024)
by: Del Zotto, Michele, et al.
Published: (2024)
The impact of ocean acidification on the gonads of three key Antarctic benthic macroinvertebrates
by: Dell'Acqua, Ombretta, et al.
Published: (2019)
by: Dell'Acqua, Ombretta, et al.
Published: (2019)
Nutrient trends during the experiment
by: Dell'Acqua, Ombretta, et al.
Published: (2019)
by: Dell'Acqua, Ombretta, et al.
Published: (2019)
Seawater carbonate chemistry and gonado-somatic index of three key Antarctic benthic macroinvertebrates
by: Dell'Acqua, Ombretta, et al.
Published: (2019)
by: Dell'Acqua, Ombretta, et al.
Published: (2019)
TRUST: Leveraging Text Robustness for Unsupervised Domain Adaptation
by: Litrico, Mattia, et al.
Published: (2025)
by: Litrico, Mattia, et al.
Published: (2025)
Seawater carbonate chemistry and Robustness of Adamussium colbecki shell
by: Dell'Acqua, Ombretta, et al.
Published: (2019)
by: Dell'Acqua, Ombretta, et al.
Published: (2019)
Sustainable Barbarians: The Role of Private Equity and Venture Capital on ESG Performance
by: Alberto Dell'Acqua, et al.
Published: (2025)
by: Alberto Dell'Acqua, et al.
Published: (2025)
Similar Items
-
A Novel Metric for Detecting Memorization in Generative Models for Brain MRI Synthesis
by: Scardace, Antonio, et al.
Published: (2025) -
Reinforcing the Weakest Links: Modernizing SIENA with Targeted Deep Learning Integration
by: Raciti, Riccardo, et al.
Published: (2026) -
SynthBA: Reliable Brain Age Estimation Across Multiple MRI Sequences and Resolutions
by: Puglisi, Lemuel, et al.
Published: (2024) -
CoCoLIT: ControlNet-Conditioned Latent Image Translation for MRI to Amyloid PET Synthesis
by: Sargood, Alec, et al.
Published: (2025) -
TADM: Temporally-Aware Diffusion Model for Neurodegenerative Progression on Brain MRI
by: Litrico, Mattia, et al.
Published: (2024)