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