Differentiable Inductive Logic Programming for Structured Examples

Differentiable Inductive Logic Programming for Structured Examples

2 March 2021

Masaaki Nishino

Akihiro Yamamoto

Papers citing "Differentiable Inductive Logic Programming for Structured Examples"

17 / 17 papers shown

Title
Neuro-symbolic Weak Supervision: Theory and Semantics Nijesh Upreti Vaishak Belle NAI 37 0 0 24 Mar 2025
Inductive Learning of Robot Task Knowledge from Raw Data and Online Expert Feedback Daniele Meli Paolo Fiorini 36 0 0 13 Jan 2025
Compositional Generalization Across Distributional Shifts with Sparse Tree Operations Paul Soulos Henry Conklin Mattia Opper P. Smolensky Jianfeng Gao Roland Fernandez 63 1 0 18 Dec 2024
BlendRL: A Framework for Merging Symbolic and Neural Policy Learning Hikaru Shindo Quentin Delfosse D. Dhami Kristian Kersting 33 3 0 15 Oct 2024
OCALM: Object-Centric Assessment with Language Models Timo Kaufmann Jannis Blüml Antonia Wüst Quentin Delfosse Kristian Kersting Eyke Hüllermeier LM&Ro LRM 24 1 0 24 Jun 2024
EXPIL: Explanatory Predicate Invention for Learning in Games Jingyuan Sha Hikaru Shindo Quentin Delfosse Kristian Kersting D. Dhami 22 1 0 10 Jun 2024
Using Logic Programming and Kernel-Grouping for Improving Interpretability of Convolutional Neural Networks Parth Padalkar Gopal Gupta 16 3 0 19 Oct 2023
Learning Differentiable Logic Programs for Abstract Visual Reasoning Hikaru Shindo Viktor Pfanschilling D. Dhami Kristian Kersting NAI 19 6 0 03 Jul 2023
Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstraction Quentin Delfosse Hikaru Shindo D. Dhami Kristian Kersting 14 35 0 02 Jun 2023
PyReason: Software for Open World Temporal Logic Dyuman Aditya Kaustuv Mukherji Srikar Balasubramanian Abhiraj Chaudhary Paulo Shakarian OffRL LRM AI4CE NAI 17 11 0 27 Feb 2023
Extensions to Generalized Annotated Logic and an Equivalent Neural Architecture Paulo Shakarian Gerardo I. Simari NAI 19 4 0 23 Feb 2023
NeSyFOLD: Neurosymbolic Framework for Interpretable Image Classification Parth Padalkar Huaduo Wang Gopal Gupta 11 2 0 30 Jan 2023
Neural Meta-Symbolic Reasoning and Learning Zihan Ye Hikaru Shindo D. Dhami Kristian Kersting NAI LRM 15 1 0 21 Nov 2022
Differentiable Inductive Logic Programming in High-Dimensional Space Stanislaw J. Purgal David M. Cerna C. Kaliszyk 13 0 0 13 Aug 2022
Neuro-Symbolic Learning of Answer Set Programs from Raw Data Daniel Cunnington Mark Law Jorge Lobo Alessandra Russo NAI 20 7 0 25 May 2022
Neuro-Symbolic Forward Reasoning Hikaru Shindo D. Dhami Kristian Kersting NAI LRM 17 22 0 18 Oct 2021
pix2rule: End-to-end Neuro-symbolic Rule Learning Nuri Cingillioglu A. Russo NAI 13 5 0 14 Jun 2021