6 citations · 23 across the 10 of their papers we have counts for
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cs.LG2022★ 6 cited
Learnable Graph Convolutional Attention Networks
Adrián Javaloy, Pablo Sanchez-Martin, Amit Levi +1
Existing Graph Neural Networks (GNNs) compute the message exchange between nodes by either aggregating uniformly (convolving) the features of all the neighboring nodes, or by apply…
cs.LG2022★ 6 cited
Mitigating Modality Collapse in Multimodal VAEs via Impartial Optimization
Adrián Javaloy, Maryam Meghdadi, Isabel Valera
A number of variational autoencoders (VAEs) have recently emerged with the aim of modeling multimodal data, e.g., to jointly model images and their corresponding captions. Still, m…