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Alexander Ilin

Improved Compositional Generalization by Generating Demonstrations for Meta-Learning

May 22, 2023
Sam Spilsbury, Alexander Ilin

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Learning Explicit Object-Centric Representations with Vision Transformers

Oct 25, 2022
Oscar Vikström, Alexander Ilin

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Continuous Monte Carlo Graph Search

Oct 04, 2022
Amin Babadi, Yi Zhao, Juho Kannala, Alexander Ilin, Joni Pajarinen

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* Under review as a conference paper at ICLR 2023

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Compositional Generalization in Grounded Language Learning via Induced Model Sparsity

Jul 06, 2022
Sam Spilsbury, Alexander Ilin

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* 6 pages, 7 figures. Appears in NAACL-2022 SRW. Acknowledgements: Yonatan Bisk. Code: github.com/aalto-ai/sparse-compgen

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Improved Training of Physics-Informed Neural Networks with Model Ensembles

Apr 11, 2022
Katsiaryna Haitsiukevich, Alexander Ilin

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Learning Trajectories of Hamiltonian Systems with Neural Networks

Apr 11, 2022
Katsiaryna Haitsiukevich, Alexander Ilin

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A Grid-Structured Model of Tubular Reactors

Dec 13, 2021
Katsiaryna Haitsiukevich, Samuli Bergman, Cesar de Araujo Filho, Francesco Corona, Alexander Ilin

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* 2021 IEEE 19th International Conference on Industrial Informatics (INDIN)

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A Relational Model for One-Shot Classification

Nov 08, 2021
Arturs Polis, Alexander Ilin

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* Published at ESANN 2021

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