Multi-Modal Latent Diffusion von Bounoua, Mustapha, Franzese, Giulio, Michiardi, Pietro

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Probabilistic Ensemble of Deep Information Networks von Franzese, Giulio, Visintin, Monica

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A Scalable Bayesian Sampling Method Based on Stochastic Gradient Descent Isotropization von Franzese, Giulio, Milios, Dimitrios, Filippone, Maurizio, Michiardi, Pietro

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How Much Is Enough? A Study on Diffusion Times in Score-Based Generative Models von Franzese, Giulio, Rossi, Simone, Yang, Lixuan, Finamore, Alessandro, Rossi, Dario, Filippone, Maurizio, Michiardi, Pietro

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Semi-Supervised GNSS Scintillations Detection Based on DeepInfomax von Franzese, Giulio, Linty, Nicola, Dovis, Fabio

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S$\Omega$I: Score-based O-INFORMATION Estimation von Bounoua, Mustapha, Franzese, Giulio, Michiardi, Pietro

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MINDE: Mutual Information Neural Diffusion Estimation von Franzese, Giulio, Bounoua, Mustapha, Michiardi, Pietro

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Latent Abstractions in Generative Diffusion Models von Franzese, Giulio, Martini, Mattia, Corallo, Giulio, Papotti, Paolo, Michiardi, Pietro

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Multi-modal Latent Diffusion von Bounoua, Mustapha, Franzese, Giulio, Michiardi, Pietro

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Information Theoretic Text-to-Image Alignment von Wang, Chao, Franzese, Giulio, Finamore, Alessandro, Gallo, Massimo, Michiardi, Pietro

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One-Line-of-Code Data Mollification Improves Optimization of Likelihood-based Generative Models von Tran, Ba-Hien, Franzese, Giulio, Michiardi, Pietro, Filippone, Maurizio

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Deep Information Networks von Franzese, Giulio, Visintin, Monica

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Continuous-Time Functional Diffusion Processes von Franzese, Giulio, Corallo, Giulio, Rossi, Simone, Heinonen, Markus, Filippone, Maurizio, Michiardi, Pietro

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S\(\Omega\)I: Score-based O-INFORMATION Estimation von Bounoua, Mustapha, Franzese, Giulio, Michiardi, Pietro

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MINDE: Mutual Information Neural Diffusion Estimation von Franzese, Giulio, Bounoua, Mustapha, Michiardi, Pietro

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Multi-modal Latent Diffusion von Bounoua, Mustapha, Franzese, Giulio, Michiardi, Pietro

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Revisiting the Effects of Stochasticity for Hamiltonian Samplers von Franzese, Giulio, Milios, Dimitrios, Filippone, Maurizio, Michiardi, Pietro

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Latent Abstractions in Generative Diffusion Models von Franzese, Giulio, Martini, Mattia, Corallo, Giulio, Papotti, Paolo, Michiardi, Pietro

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How Much is Enough? A Study on Diffusion Times in Score-based Generative Models von Franzese, Giulio, Rossi, Simone, Yang, Lixuan, Finamore, Alessandro, Rossi, Dario, Filippone, Maurizio, Michiardi, Pietro

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Isotropic SGD: a Practical Approach to Bayesian Posterior Sampling von Franzese, Giulio, Candela, Rosa, Milios, Dimitrios, Filippone, Maurizio, Michiardi, Pietro

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