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Andrea Gesmundo

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Ranking architectures using meta-learning

Nov 26, 2019
Alina Dubatovka, Efi Kokiopoulou, Luciano Sbaiz, Andrea Gesmundo, Gabor Bartok, Jesse Berent

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Gumbel-Matrix Routing for Flexible Multi-task Learning

Oct 10, 2019
Krzysztof Maziarz, Efi Kokiopoulou, Andrea Gesmundo, Luciano Sbaiz, Gabor Bartok, Jesse Berent

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Temporal coding in spiking neural networks with alpha synaptic function

Aug 30, 2019
Iulia M. Comsa, Krzysztof Potempa, Luca Versari, Thomas Fischbacher, Andrea Gesmundo, Jyrki Alakuijala

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Transfer NAS: Knowledge Transfer between Search Spaces with Transformer Agents

Jun 19, 2019
Zalán Borsos, Andrey Khorlin, Andrea Gesmundo

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Fast Task-Aware Architecture Inference

Feb 15, 2019
Efi Kokiopoulou, Anja Hauth, Luciano Sbaiz, Andrea Gesmundo, Gabor Bartok, Jesse Berent

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Parameter-Efficient Transfer Learning for NLP

Feb 02, 2019
Neil Houlsby, Andrei Giurgiu, Stanislaw Jastrzebski, Bruna Morrone, Quentin de Laroussilhe, Andrea Gesmundo, Mona Attariyan, Sylvain Gelly

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Neural Architecture Search Over a Graph Search Space

Dec 27, 2018
Quentin de Laroussilhe, Stanisław Jastrzębski, Neil Houlsby, Andrea Gesmundo

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Evolutionary-Neural Hybrid Agents for Architecture Search

Nov 24, 2018
Krzysztof Maziarz, Andrey Khorlin, Quentin de Laroussilhe, Andrea Gesmundo

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Transfer Learning with Neural AutoML

Sep 27, 2018
Catherine Wong, Neil Houlsby, Yifeng Lu, Andrea Gesmundo

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