257 citations · 543 across the 14 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
cs.LG2018★ 1 cited
Conditional Graph Neural Processes: A Functional Autoencoder Approach
Marcel Nassar, Xin Wang, Evren Tumer
We introduce a novel encoder-decoder architecture to embed functional processes into latent vector spaces. This embedding can then be decoded to sample the encoded functions over a…
cs.LG2018★ 4 cited
Hierarchical Bipartite Graph Convolution Networks
Marcel Nassar
Recently, graph neural networks have been adopted in a wide variety of applications ranging from relational representations to modeling irregular data domains such as point clouds…