Deep Learning with Logical Constraints

1 May 2022

Papers citing "Deep Learning with Logical Constraints"

7 / 7 papers shown

Title
On the Independence Assumption in Neurosymbolic Learning Emile van Krieken Pasquale Minervini E. Ponti Antonio Vergari 27 10 0 12 Apr 2024
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning F. Mumuni A. Mumuni AAML 25 5 0 11 Mar 2024
Convex and Bilevel Optimization for Neuro-Symbolic Inference and Learning Charles Dickens Changyu Gao Connor Pryor Stephen J. Wright Lise Getoor 24 3 0 17 Jan 2024
Logic of Differentiable Logics: Towards a Uniform Semantics of DL Natalia Slusarz Ekaterina Komendantskaya M. Daggitt Rob Stewart Kathrin Stark 17 17 0 19 Mar 2023
Logic Tensor Networks Samy Badreddine Artur Garcez Luciano Serafini Michael Spranger NAI 70 198 0 25 Dec 2020
Coherent Hierarchical Multi-Label Classification Networks Eleonora Giunchiglia Thomas Lukasiewicz AILaw 24 95 0 20 Oct 2020
Logic Tensor Networks for Semantic Image Interpretation Ivan Donadello Luciano Serafini Artur Garcez 54 209 0 24 May 2017