1. MICHIARDI Pietro
  2. MICHIARDI Pietro
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MICHIARDI Pietro

Journal

Franzese, Giulio; Michiardi, Pietro

Generative diffusion models in infinite dimensions: A survey

Philosophical Transactions of the Royal Society A, 2025
Detail
BIBTEX

Conference

Foresti, Alberto; Franzese, Giulio; Michiardi, Pietro

Info-SEDD: continuous time markov chains as scalable information metrics estimators

ICLR 2025, DeLTa Workshop, Deep Generative Model in Machine Learning:
Theory, Principle and Efficacy, 28 April 2025, Singapore, Singapore
Detail
Document
ARXIV
BIBTEX

Conference

Wang, Chao; Franzese, Giulio; Finamore, Alessandro; Michiardi, Pietro

RFMI: Estimating mutual information on rectified flow for text-to-image alignment

ICLR 2025, DeLTa Workshop, Deep Generative Model in Machine Learning:
Theory, Principle and Efficacy, 28 April 2025, Singapore, Singapore
Detail
Document
ARXIV
BIBTEX

Conference

Wang, Chao; Franzese, Giulio; Finamore, Alessandro; Gallo, Massimo; Michiardi, Pietro

Information theoretic text-to-image alignment

ICLR 2025, 13th International Conference on Learning Representations, 24-28 April 2025, Singapore, Singapore
Detail
ARXIV
BIBTEX

Talk

Michiardi, Pietro

MI is all you need: Understanding complex multivariate systems through the lenses of GenAI

Invited talk at KAUST (King Abdullah University of Science and Technology), 26 March 2025, Thuwal, Saudi Arabia
Detail
Document
BIBTEX

Journal

Bounoua, Mustapha; Franzese, Giulio; Michiardi, Pietro

Learning to match unpaired data with minimum entropy coupling

Submitted to ArXiV, 11 March 2025
Detail
ARXIV
BIBTEX

Conference

Clemente, Simone; Ben Houidi, Zied; Huet, Alexis; Rossi, Dario; Franzese, Giulio; Michiardi, Pietro

In praise of stubbornness: The case for cognitive-dissonance-aware knowledge updates in LLMs

Submitted to ArXiV, 5 February 2025
Detail
ARXIV
BIBTEX

Conference

Bonino, Giulia; Sanmartino, Gabriele; Gatti Pinheiro, Giovanni; Papotti, Paolo; Troncy, Raphaël; Michiardi, Pietro

EULER: Fine Tuning a Large Language Model for Socratic Interactions

AIxEDU 2024, 2nd International Workshop on Artificial Intelligence Systems in Education, 25-28 November 2024, Bolzano, Italy
Detail
Document
BIBTEX

Conference

Di Giacomo, Giuseppe; Franzese, Giulio; Cerquitelli, T.; Chiasserini, C. F.; Michiardi, Pietro

DiMViDA: Diffusion-based multi-view data augmentation

CAMAD 2024, IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 21-23 October 2024, Athens, Greece
Detail
Document
DOI
BIBTEX

Journal

Franzese, Giulio; Martini, Mattia; Corallo, Giulio; Papotti, Paolo; Michiardi, Pietro

Latent abstractions in generative diffusion models

Submitted to ArXiV, 4 October 2024
Detail
ARXIV
BIBTEX