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Disambiguation of "Loukas, Andreas"

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Attention is not all you need: pure attention loses rank doubly exponentially with depth.

, , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 2793-2803. PMLR, (2021)

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Andreas Loukas

Loukas Konstantinou

Loukas Mistelis

Loukas Argyriou

Georgios Loukas

 

Other publications of authors with the same name

Discriminative structural graph classification., , and . CoRR, (2019)On the Relationship between Self-Attention and Convolutional Layers, , and . (2019)cite arxiv:1911.03584Comment: To appear at ICLR 2020.A Pareto-optimal compositional energy-based model for sampling and optimization of protein sequences., , , , , , , , , and 2 other author(s). CoRR, (2022)AbDiffuser: Full-Atom Generation of In-Vitro Functioning Antibodies., , , , , , , , , and 1 other author(s). CoRR, (2023)Neural Set Function Extensions: Learning with Discrete Functions in High Dimensions., , , and . NeurIPS, (2022)How hard is to distinguish graphs with graph neural networks?. NeurIPS, (2020)Predicting the evolution of stationary graph signals., , and . ACSSC, page 60-64. IEEE, (2017)Dynamic Balanced Graph Partitioning., , , , and . SIAM J. Discret. Math., 34 (3): 1791-1812 (2020)On the Relationship between Self-Attention and Convolutional Layers, , and . Inproceedings ICLR 2020, (2020)Towards stationary time-vertex signal processing., , , and . ICASSP, page 3914-3918. IEEE, (2017)