From Statistical Relational to Neurosymbolic Artificial Intelligence: a
Survey

From Statistical Relational to Neurosymbolic Artificial Intelligence: a Survey

25 August 2021

Sebastijan Dumancic

Papers citing "From Statistical Relational to Neurosymbolic Artificial Intelligence: a Survey"

15 / 15 papers shown

Title
A Neuro-Symbolic Framework for Sequence Classification with Relational and Temporal Knowledge Luca Salvatore Lorello Marco Lippi S. Melacci 43 0 0 08 May 2025
A Probabilistic Neuro-symbolic Layer for Algebraic Constraint Satisfaction Leander Kurscheidt Paolo Morettin Roberto Sebastiani Andrea Passerini Antonio Vergari 57 0 0 25 Mar 2025
Neuro-Symbolic AI in 2024: A Systematic Review Brandon C. Colelough William Regli NAI 65 9 0 09 Jan 2025
Understanding the Logic of Direct Preference Alignment through Logic Kyle Richardson Vivek Srikumar Ashish Sabharwal 85 2 0 23 Dec 2024
Injecting Logical Constraints into Neural Networks via Straight-Through Estimators Zhun Yang Joohyung Lee Chi-youn Park 22 19 0 10 Jul 2023
Declarative Probabilistic Logic Programming in Discrete-Continuous Domains Pedro Zuidberg Dos Martires Luc de Raedt Angelika Kimmig 29 4 0 21 Feb 2023
Modular design patterns for neural-symbolic integration: refinement and combination Till Mossakowski 19 1 0 09 Jun 2022
NeuPSL: Neural Probabilistic Soft Logic Connor Pryor Charles Dickens Eriq Augustine Alon Albalak William Wang Lise Getoor NAI 19 33 0 27 May 2022
VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming Eleonora Misino G. Marra Emanuele Sansone 18 21 0 07 Feb 2022
Relational Reasoning Networks G. Marra Michelangelo Diligenti Francesco Giannini NAI 29 4 0 01 Jun 2021
A conditional, a fuzzy and a probabilistic interpretation of self-organising maps Laura Giordano Valentina Gliozzi Daniele Theseider Dupré AI4CE 40 23 0 11 Mar 2021
Logic Tensor Networks Samy Badreddine Artur Garcez Luciano Serafini Michael Spranger NAI 70 199 0 25 Dec 2020
Semantic Referee: A Neural-Symbolic Framework for Enhancing Geospatial Semantic Segmentation Marjan Alirezaie Martin Längkvist Michael Sioutis Amy Loutfi 28 35 0 30 Apr 2019
Logic Tensor Networks for Semantic Image Interpretation Ivan Donadello Luciano Serafini Artur Garcez 62 209 0 24 May 2017
kLog: A Language for Logical and Relational Learning with Kernels Paolo Frasconi Fabrizio Costa Luc De Raedt Kurt De Grave 32 52 0 17 May 2012