Andreas Loukas

◀ ▶ joint publications with Jean-Baptiste Cordonnier

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Publications

2021
[c33]
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Yihe Dong, Jean-Baptiste Cordonnier, Andreas Loukas:
Attention is not all you need: pure attention loses rank doubly exponentially with depth. ICML 2021: 2793-2803
[i27]
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  - journals/corr/abs-2103-03404
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Yihe Dong, Jean-Baptiste Cordonnier, Andreas Loukas:
Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth. CoRR abs/2103.03404 (2021)
2020
[c28]
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Jean-Baptiste Cordonnier, Andreas Loukas, Martin Jaggi:
On the Relationship between Self-Attention and Convolutional Layers. ICLR 2020
[i20]
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  - journals/corr/abs-2006-16362
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Jean-Baptiste Cordonnier, Andreas Loukas, Martin Jaggi:
Multi-Head Attention: Collaborate Instead of Concatenate. CoRR abs/2006.16362 (2020)
2019
[c23]
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  - conf/ijcai/CordonnierL19
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Jean-Baptiste Cordonnier, Andreas Loukas:
Extrapolating Paths with Graph Neural Networks. IJCAI 2019: 2187-2194
[i18]
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  - journals/corr/abs-1903-07518
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Jean-Baptiste Cordonnier, Andreas Loukas:
Extrapolating paths with graph neural networks. CoRR abs/1903.07518 (2019)
[i14]
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  - journals/corr/abs-1911-03584
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Jean-Baptiste Cordonnier, Andreas Loukas, Martin Jaggi:
On the Relationship between Self-Attention and Convolutional Layers. CoRR abs/1911.03584 (2019)

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