5th International Workshop on New Approaches for

Multidimensional Signal Processing

NAMSP 2024

Technical University of Sofia, Sofia, Bulgaria

July 25-27, 2024

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Plenary Speakers

Prof. Mariofanna Milanova, Professor in Computer Science, University of Arkansas at Little Rock, USA

Title of Lecture:

The Art of Possibility: Blending Human Augmentation, and Generative AI for Creative Mastery

Abstract: During the presentation, we’ll explore the implementation of Generative Artificial intelligence models such as Transformer, Variational Autoencoder (VAE), Generative Adversarial Network (GAN), and Diffusion Models (DALL E 3). New Foundational models introduce a cutting-edge methodology and overcome manual labeling and model transferability challenges. Outcomes are showcased utilizing various datasets. All participants will receive a personal code to access NVIDIA online courses for free.

Biographical Notes: Dr. Mariofanna Milanova is a professor in the Department of Computer Science at UA Little Rock and has been a faculty member since 2001. She received a M.Sc. in Expert Systems and Artificial Intelligence and Ph.D. in Engineering and Computer Science from the Technical University, Sofia, Bulgaria. Dr. Milanova conducted post-doctoral research in visual perception at the University of Paderborn, Germany. Dr. Milanova has extensive academic experience at various academic and research organizations worldwide.
Dr. Milanova is an IEEE Senior Member, Fulbright U.S. Scholar, and NVIDIA Deep Learning Institute University Ambassador. Dr. Milanova’s work is supported by NSF, NIH, DARPA, DoD, Homeland Security, NATO, Nokia Bell Lab, NJ, USA and NOKIA, Finland. She has published more than 120 publications, over 53 journal papers, 35 book chapters, and numerous conference papers. She also has two patents.