2nd Workshop on Artificial Intelligence for Multimedia

CAMPUS Research Institute, 8 November, 2024

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 (AI Multimedia Lab) , Bogdan IONESCU (AI Multimedia Lab)

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

Gheorghe-Adrian DINA (AI Multimedia Lab) , Bogdan IONESCU (AI Multimedia Lab)

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

Lucian GRUIA (AI Multimedia Lab) , Bogdan IONESCU (AI Multimedia Lab)

The Quantum Data Loading Bottleneck

Alexandru IONIȚĂ (AI Multimedia Lab) , Bogdan IONESCU (AI Multimedia Lab)

AI systems in Corrections and their flaws

Adrian LUCA (AI Multimedia Lab) , Bogdan IONESCU (AI Multimedia Lab)

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

Adriana-Victorița MIU (PAVEL) (AI Multimedia Lab) , Bogdan IONESCU (AI Multimedia Lab)

Early Characterization of Melanocytic Lesions Through Dynamic Thermography and Multispectral Imaging

Maria ONIGA (AI Multimedia Lab) , Alina SULTANA (AI Multimedia Lab)

Hunter Distance in Authorship Verification

Octavian-Mihai RADU (AI Multimedia Lab) , Bogdan IONESCU (AI Multimedia Lab) , Ruxandra ȚAPU (AI Multimedia Lab)

Large language models and explainability for healthcare

Andrei VIZUREANU (AI Multimedia Lab) , Bogdan IONESCU (AI Multimedia Lab)

Drones in Firefighting Emergencies: Advanced Applications and Emerging Innovations

Silviu Ionuț SIMA (AI Multimedia Lab) , Bogdan IONESCU (AI Multimedia Lab)

Advancements in Deepfake Detection and Disinformation

Dan-Cristian STANCIU (AI Multimedia Lab) , Bogdan IONESCU (AI Multimedia Lab)

Adversarial attacks impact on physical environment

Andrei VIZUREANU (AI Multimedia Lab) , Bogdan IONESCU (AI Multimedia Lab)