Silvestri, Gianluigi

8 publications

ICLR 2025 Manifolds, Random Matrices and Spectral Gaps: The Geometric Phases of Generative Diffusion Enrico Ventura, Beatrice Achilli, Gianluigi Silvestri, Carlo Lucibello, Luca Ambrogioni

ICLRW 2025 Training Consistency Models with Variational Noise Coupling Gianluigi Silvestri, Luca Ambrogioni, Chieh-Hsin Lai, Yuhta Takida, Yuki Mitsufuji

ICML 2025 VCT: Training Consistency Models with Variational Noise Coupling Gianluigi Silvestri, Luca Ambrogioni, Chieh-Hsin Lai, Yuhta Takida, Yuki Mitsufuji

ICMLW 2024 Consistency Models with Learned Idempotent Boundary Conditions Gianluigi Silvestri, Luca Ambrogioni

ICMLW 2024 Reinforcement Learning of Adaptive Acquisition Policies for Inverse Problems Gianluigi Silvestri, Fabio Valerio Massoli, Tribhuvanesh Orekondy, Afshin Abdi, Arash Behboodi

ICLR 2023 Deterministic Training of Generative Autoencoders Using Invertible Layers Gianluigi Silvestri, Daan Roos, Luca Ambrogioni

ICLR 2022 Embedded-Model Flows: Combining the Inductive Biases of Model-Free Deep Learning and Explicit Probabilistic Modeling Gianluigi Silvestri, Emily Fertig, Dave Moore, Luca Ambrogioni

ICML 2021 Automatic Variational Inference with Cascading Flows Luca Ambrogioni, Gianluigi Silvestri, Marcel Gerven