Hikaru Shindo

According to our database, Hikaru Shindo authored at least 16 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

BlendRL: A Framework for Merging Symbolic and Neural Policy Learning.

Hikaru Shindo, Quentin Delfosse, Devendra Singh Dhami, Kristian Kersting

CoRR, 2024

EXPIL: Explanatory Predicate Invention for Learning in Games.

Jingyuan Sha, Hikaru Shindo, Quentin Delfosse, Kristian Kersting, Devendra Singh Dhami

CoRR, 2024

DeiSAM: Segment Anything with Deictic Prompting.

Hikaru Shindo, Manuel Brack, Gopika Sudhakaran, Devendra Singh Dhami, Patrick Schramowski, Kristian Kersting

CoRR, 2024

2023

αILP: thinking visual scenes as differentiable logic programs.

Hikaru Shindo, Viktor Pfanschilling, Devendra Singh Dhami, Kristian Kersting

Mach. Learn., May, 2023

Learning by Self-Explaining.

Wolfgang Stammer, Felix Friedrich, David Steinmann, Hikaru Shindo, Kristian Kersting

CoRR, 2023

Learning Differentiable Logic Programs for Abstract Visual Reasoning.

Hikaru Shindo, Viktor Pfanschilling, Devendra Singh Dhami, Kristian Kersting

CoRR, 2023

V-LoL: A Diagnostic Dataset for Visual Logical Learning.

Lukas Helff, Wolfgang Stammer, Hikaru Shindo, Devendra Singh Dhami, Kristian Kersting

CoRR, 2023

Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstraction.

Quentin Delfosse, Hikaru Shindo, Devendra Singh Dhami, Kristian Kersting

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Neural-Symbolic Predicate Invention: Learning Relational Concepts from Visual Scenes.

Jingyuan Sha, Hikaru Shindo, Kristian Kersting, Devendra Singh Dhami

Proceedings of the 17th International Workshop on Neural-Symbolic Learning and Reasoning, 2023

2022

Differentiable Meta logical Programming.

Zihan Ye, Hikaru Shindo, Devendra Singh Dhami, Kristian Kersting

CoRR, 2022

LogicRank: Logic Induced Reranking for Generative Text-to-Image Systems.

Björn Deiseroth, Patrick Schramowski, Hikaru Shindo, Devendra Singh Dhami, Kristian Kersting

CoRR, 2022

Sum-Product Loop Programming: From Probabilistic Circuits to Loop Programming.

Viktor Pfanschilling, Hikaru Shindo, Devendra Singh Dhami, Kristian Kersting

Proceedings of the 19th International Conference on Principles of Knowledge Representation and Reasoning, 2022

2021

Neuro-Symbolic Forward Reasoning.

Hikaru Shindo, Devendra Singh Dhami, Kristian Kersting

CoRR, 2021

Differentiable Inductive Logic Programming for Structured Examples.

Hikaru Shindo, Masaaki Nishino, Akihiro Yamamoto

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Metric Learning for Ordered Labeled Trees with pq-grams.

Hikaru Shindo, Masaaki Nishino, Yasuaki Kobayashi, Akihiro Yamamoto

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2018

Using Binary Decision Diagrams to Enumerate Inductive Logic Programming Solutions.

Hikaru Shindo, Masaaki Nishino, Akihiro Yamamoto

Proceedings of the Up-and-Coming and Short Papers of the 28th International Conference on Inductive Logic Programming (ILP 2018), 2018