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cs.LG2024
Simple and Effective Transfer Learning for Neuro-Symbolic Integration
Alessandro Daniele, Tommaso Campari, Sagar Malhotra +1
Deep Learning (DL) techniques have achieved remarkable successes in recent years. However, their ability to generalize and execute reasoning tasks remains a challenge. A potential…
cs.LG2022★ 10 cited
Deep Symbolic Learning: Discovering Symbols and Rules from Perceptions
Alessandro Daniele, Tommaso Campari, Sagar Malhotra +1
Neuro-Symbolic (NeSy) integration combines symbolic reasoning with Neural Networks (NNs) for tasks requiring perception and reasoning. Most NeSy systems rely on continuous relaxati…