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04/22/2023
Learning Symbolic Representations Through Joint GEnerative and DIscriminative Training
We introduce GEDI, a Bayesian framework that combines existing self-supe...
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03/08/2023
Neural Probabilistic Logic Programming in Discrete-Continuous Domains
Neural-symbolic AI (NeSy) allows neural networks to exploit symbolic bac...
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12/27/2022
GEDI: GEnerative and DIscriminative Training for Self-Supervised Learning
Self-supervised learning is a popular and powerful method for utilizing ...
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08/25/2021
From Statistical Relational to Neural Symbolic Artificial Intelligence: a Survey
Neural-symbolic and statistical relational artificial intelligence both ...
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06/23/2021
DeepStochLog: Neural Stochastic Logic Programming
Recent advances in neural symbolic learning, such as DeepProbLog, extend...
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03/18/2020
From Statistical Relational to Neuro-Symbolic Artificial Intelligence
Neuro-symbolic and statistical relational artificial intelligence both i...
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05/28/2018