Francesca Toni

SELECTIVE FINE-TUNING FOR TARGETED AND ROBUST CONCEPT UNLEARNING

Synthesising Counterfactual Explanations via Label-Conditional Gaussian Mixture Variational Autoencoders

Latent Debate: A Surrogate Framework for Interpreting LLM Thinking

Representation Consistency for Accurate and Coherent LLM Answer Aggregation

Identifiable Object Representations under Spatial Ambiguities

Multi-view Object-Centric Learning with Identifiable Representations