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stat.ML2018★ 192 cited
Towards Sparse Hierarchical Graph Classifiers
Cătălina Cangea, Petar Veličković, Nikola Jovanović +2
Recent advances in representation learning on graphs, mainly leveraging graph convolutional networks, have brought a substantial improvement on many graph-based benchmark tasks. Wh…
stat.ML2017★ 2 cited
XFlow: Cross-modal Deep Neural Networks for Audiovisual Classification
Cătălina Cangea, Petar Veličković, Pietro Liò
In recent years, there have been numerous developments towards solving multimodal tasks, aiming to learn a stronger representation than through a single modality. Certain aspects o…