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Andrei Irimia

3 accepted papers

2025

Controllable Generative Model for Brain Evolution

ICASSP 2025accepted

Today’s generative models can synthesize magnetic resonance images (MRIs) of the brain at specific ages. However, such models can neither map the aging process longitudinally within subjects, nor accommodate its variability across subjects. Such approaches also cannot predict anatomic features of ag…

Cited by 0SourceScholar
2025

Exploiting Application-to-Architecture Dependencies for Designing Scalable OS

ICASSP 2025accepted

With the advent of hundreds of cores on a chip to accelerate applications, the operating system (OS) needs to exploit the existing parallelism provided by the underlying hardware resources to determine the right amount of processes to be mapped on the multi-core systems. However, the existing OS is…

Cited by 0SourceScholar
2023

Generative Decoding of Visual Stimuli

ICML 2023poster

Reconstructing natural images from fMRI recordings is a challenging task of great importance in neuroscience. The current architectures are bottlenecked because they fail to effectively capture the hierarchical processing of visual stimuli that takes place in the human brain. Motivated by that fact,…

Cited by 3SourcePDFScholar