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Robin Manhaeve
Robin Manhaeve
DTAI, KU Leuven
Verified email at cs.kuleuven.be - Homepage
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Cited by
Year
Deepproblog: Neural probabilistic logic programming
R Manhaeve, S Dumančić, A Kimmig, T Demeester, L De Raedt
Advances in Neural Information Processing Systems 31, 3749-3759, 2018
3192018
From Statistical Relational to Neuro-Symbolic Artificial Intelligence
LD Raedt, S Dumancic, R Manhaeve, G Marra
Proceedings of the Twenty-Ninth International Joint Conference on Artificial …, 2020
752020
Neuro-Symbolic = Neural + Logical + Probabilistic
L De Raedt, R Manhaeve, S Dumancic, T Demeester, A Kimmig
NeSy'19@ IJCAI, the 14th International Workshop on Neural-Symbolic Learning …, 2019
312019
Neural probabilistic logic programming in DeepProbLog
R Manhaeve, S Dumančić, A Kimmig, T Demeester, L De Raedt
Artificial Intelligence 298, 103504, 2021
242021
DeepStochLog: Neural Stochastic Logic Programming
T Winters, G Marra, R Manhaeve, L De Raedt
arXiv preprint arXiv:2106.12574, 2021
72021
Transforming Probabilistic Programs into Algebraic Circuits for Inference and Learning
P Zuidberg Dos Martires, V Derkinderen, R Manhaeve, W Meert, ...
32019
DeepProbLog: Integrating Logic and Learning through Algebraic Model Counting
R Manhaeve, S Dumancic, A Kimmig, T Demeester, L De Raedt
2*
From Statistical Relational to Neural Symbolic Artificial Intelligence: a Survey
G Marra, S Dumančić, R Manhaeve, L De Raedt
arXiv preprint arXiv:2108.11451, 2021
12021
Neuro-Symbolic AI= Neural+ Logical+ Probabilistic AI
R Manhaeve, G Marra, T Demeester, S Dumančić, A Kimmig, L De Raedt
Neuro-Symbolic Artificial Intelligence: The State of the Art, 173-191, 2021
1*2021
Approximate Inference for Neural Probabilistic Logic Programming
R Manhaeve, G Marra, L De Raedt
18th International Conference on Principles of Knowledge Representation and …, 2021
12021
Neural Probabilistic Logic Programming in DeepProbLog
R Manhaeve, S Dumančić, A Kimmig, T Demeester, L De Raedt
arXiv, arXiv: 1907.08194, 2019
2019
Realtime Road User Detection and Classification with Single Pass Deep Learning
R Manhaeve, K De Grave, L Antanas, L De Raedt
29th Benelux Conference on Artificial Intelligence November 8–9, 2017 …, 2017
2017
Tensorised Probabilistic Inference for Neural Probabilistic Logic Programming
L De Smet, R Manhaeve, G Marra, PZ Dos Martires
The 5th Workshop on Tractable Probabilistic Modeling, 0
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Articles 1–13