CNNs training analysis

Analyzing the impact of specific training examples on the develompent of neural network weights. Studying ways of ensuring better quality weight-learning and generalization abilitites.

Self-supervised dataset explainability

Utilizing external knowledge bases to find semantically-sound subcategories in an existing dataset in order to achieve higher decision-making explainability.