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Gianluigi Silvestri

Losing dimensions: Geometric memorization in generative diffusion

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Oct 11, 2024
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Manifolds, Random Matrices and Spectral Gaps: The geometric phases of generative diffusion

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Oct 08, 2024
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Reinforcement Learning of Adaptive Acquisition Policies for Inverse Problems

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Jul 10, 2024
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Synthesizing EEG Signals from Event-Related Potential Paradigms with Conditional Diffusion Models

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Mar 27, 2024
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Closing the gap: Exact maximum likelihood training of generative autoencoders using invertible layers

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May 19, 2022
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Embedded-model flows: Combining the inductive biases of model-free deep learning and explicit probabilistic modeling

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Oct 17, 2021
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Automatic variational inference with cascading flows

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Feb 09, 2021
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