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Picture for Marco Federici

Towards Lightweight Controllable Audio Synthesis with Conditional Implicit Neural Representations

Dec 02, 2021
Jan Zuiderveld, Marco Federici, Erik J. Bekkers

* Accepted to "Deep Generative Models and Downstream Applications" (Oral) and "Machine Learning for Creativity and Design" (Poster) workshops at NeurIPS 2021 

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A Bayesian Approach to Invariant Deep Neural Networks

Jul 20, 2021
Nikolaos Mourdoukoutas, Marco Federici, Georges Pantalos, Mark van der Wilk, Vincent Fortuin

* 8 pages, 3 figures, To be published in ICML UDL 2021 

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An Information-theoretic Approach to Distribution Shifts

Jun 07, 2021
Marco Federici, Ryota Tomioka, Patrick Forré

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Learning Robust Representations via Multi-View Information Bottleneck

Feb 18, 2020
Marco Federici, Anjan Dutta, Patrick Forré, Nate Kushman, Zeynep Akata

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Improved Bayesian Compression

Dec 07, 2017
Marco Federici, Karen Ullrich, Max Welling

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