2nd Workshop on Artificial Intelligence for Multimedia

CAMPUS Research Institute, 15 July, 2025

This is the workshop dedicated to the PhD students of the AI Multimedia Lab with the objective to share ideas and results as well as brainstorming. Working notes of the presentations are below.

The Effect of Hyperparameters on Quality of Synthesized Medical Images

Alexandra-Georgiana ANDREI, Bogdan IONESCU

Deliberate Minds, Smarter Moves: Optimizing Agent Actions through Synthetic Reasoning

Gheorghe-Adrian DINA, Bogdan IONESCU

Continual Learning for Generative AI Systems: Retrieval-Augmentation, Graph Reasoning, and Multimodal Integration

Lucian GRUIA, Bogdan IONESCU

The Quantum Data Loading Bottleneck

Alexandru IONIȚĂ, Bogdan IONESCU

AI systems in Corrections and their flaws

Adrian LUCA, Bogdan IONESCU

Can we recognize Cars we’ve never seen? A Journey Through Zero-Shot Learning in Vehicle Recognition

Adriana-Victorița MIU (PAVEL), Bogdan IONESCU

Early Characterization of Melanocytic Lesions Through Dynamic Thermography and Multispectral Imaging

Maria ONIGA, Alina SULTANA

Hunter Distance in Authorship Verification

Octavian-Mihai RADU, Bogdan IONESCU, Ruxandra ȚAPU

Drones in Firefighting Emergencies: Advanced Applications and Emerging Innovations

Silviu Ionuț SIMA, Bogdan IONESCU

Advancements in Deepfake Detection and Disinformation

Dan-Cristian STANCIU, Bogdan IONESCU

Adversarial attacks impact on physical environment

Andrei VIZUREANU, Bogdan IONESCU