89 citations · 89 across the 3 of their papers we have counts for
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Robust Cross-lingual Embeddings from Parallel Sentences
Ali Sabet, Prakhar Gupta, Jean-Baptiste Cordonnier +2
Recent advances in cross-lingual word embeddings have primarily relied on mapping-based methods, which project pretrained word embeddings from different languages into a shared spa…
On the Relationship between Self-Attention and Convolutional Layers
Jean-Baptiste Cordonnier, Andreas Loukas, Martin Jaggi
Recent trends of incorporating attention mechanisms in vision have led researchers to reconsider the supremacy of convolutional layers as a primary building block. Beyond helping C…
Extrapolating paths with graph neural networks
Jean-Baptiste Cordonnier, Andreas Loukas
We consider the problem of path inference: given a path prefix, i.e., a partially observed sequence of nodes in a graph, we want to predict which nodes are in the missing suffix. I…