180 citations · 368 across the 30 of their papers we have counts for
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A Hybrid System for Systematic Generalization in Simple Arithmetic Problems
Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti
Solving symbolic reasoning problems that require compositionality and systematicity is considered one of the key ingredients of human intelligence. However, symbolic reasoning is s…
RGCVAE: Relational Graph Conditioned Variational Autoencoder for Molecule Design
Davide Rigoni, Nicolò Navarin, Alessandro Sperduti
Identifying molecules that exhibit some pre-specified properties is a difficult problem to solve. In the last few years, deep generative models have been used for molecule generati…
Weakly-Supervised Visual-Textual Grounding with Semantic Prior Refinement
Davide Rigoni, Luca Parolari, Luciano Serafini +2
Using only image-sentence pairs, weakly-supervised visual-textual grounding aims to learn region-phrase correspondences of the respective entity mentions. Compared to the supervise…