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Tiago de Souza Farias

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2020 – today

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2024
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Tiago de Souza Farias, Vitor Vaz Schultz, José C. M. Mombach, Jonas Maziero:
A differentiable programming framework for spin models. Comput. Phys. Commun. 302: 109234 (2024)
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Lucas Friedrich, Tiago de Souza Farias, Jonas Maziero:
Barren plateaus induced by the dimension of qudits. CoRR abs/2405.08190 (2024)
2023
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Tiago de Souza Farias, Vitor Vaz Schultz, José Carlos Merino Mombach, Jonas Maziero:
A differentiable programming framework for spin models. CoRR abs/2304.01772 (2023)
2022
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Tiago de Souza Farias, Jonas Maziero:
Feature alignment as a generative process. Frontiers Artif. Intell. 5 (2022)
2021
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Tiago de Souza Farias, Jonas Maziero:
Feature Alignment for Approximated Reversibility in Neural Networks. CoRR abs/2106.12562 (2021)

2010 – 2019

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2018
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Tiago de Souza Farias, Jonas Maziero:
Gradient target propagation. CoRR abs/1810.09284 (2018)

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