1. MICHIARDI Pietro
  2. MICHIARDI Pietro
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MICHIARDI Pietro

Conférence

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

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

ICLR 2025, DeLTa Workshop on Deep Generative Models: Theory, Principle, and Efficacy, 28 April 2025, Singapore, Singapore
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Conférence

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
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ARXIV
BIBTEX

Journal

Bounoua, Mustapha; Franzese, Giulio; Michiardi, Pietro

Learning to match unpaired data with minimum entropy coupling

Submitted to ArXiV, 11 March 2025
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ARXIV
BIBTEX

Conférence

Foresti, Alberto; Franzese, Giulio; Michiardi, Pietro

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

Submitted to ArXiV, 27 February 2025
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ARXIV
BIBTEX

Conférence

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
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Conférence

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
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Conférence

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
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Journal

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

Latent abstractions in generative diffusion models

Submitted to ArXiV, 4 October 2024
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ARXIV
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Talk

Michiardi, Pietro

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

One6G Summit 2024, Keynote talk, colocated with the 2024 Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 5-6 September 2024, Valencia, Spain

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Conférence

Azorin, Raphael; Ben Houidi, Zied; Gallo, Massimo; Finamore, Alessandro; Michiardi, Pietro

Fine-grained attention in hierarchical transformers for tabular time-series

SIGKDD 2024, 10th ACM Mining and Learning from Time Series Workshop (MiLeTS), August 26, 2024, Barcelona, Spain
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ARXIV
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