conftrace_

Gianluigi Silvestri

5 papers · 2021–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (13)

Conferences

ICLR (3) ICML (2)

Top co-authors

Luca Ambrogioni (5) Marcel van Gerven (1) Daan Roos (1) Yuki Mitsufuji (1) Beatrice Achilli (1) Enrico Ventura (1) Carlo Lucibello (1) Chieh-Hsin Lai (1) Yuhta Takida (1) Emily Fertig (1)

Keywords

stochastic gradient descent (1) variational inference (1) deep learning (1) probabilistic programming (1) amortized inference (1) normalizing flow (1) probabilistic program (1) posterior density (1) cascading flow (1) automatic inference (1)

Papers

Manifolds, Random Matrices and Spectral Gaps: The geometric phases of generative diffusion ICLR 2025 VCT: Training Consistency Models with Variational Noise Coupling ICML 2025 Deterministic training of generative autoencoders using invertible layers ICLR 2023 Embedded-model flows: Combining the inductive biases of model-free deep learning and explicit probabilistic modeling ICLR 2022 Automatic variational inference with cascading flows ICML 2021