Hikaru Shindo

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Ordered Labeled Trees

Binary Decision Diagrams

Statistical Relational Learning

Top Venues

ILP Up-and-Coming / Short Papers

Publications

Hikaru Shindo, Manuel Brack, Gopika Sudhakaran, Devendra Singh Dhami, Patrick Schramowski, Kristian Kersting
DeiSAM: Segment Anything with Deictic Prompting. CoRR (2024)
Jingyuan Sha, Hikaru Shindo, Quentin Delfosse, Kristian Kersting, Devendra Singh Dhami
EXPIL: Explanatory Predicate Invention for Learning in Games. CoRR (2024)
Wolfgang Stammer, Felix Friedrich, David Steinmann, Hikaru Shindo, Kristian Kersting
Learning by Self-Explaining. CoRR (2023)
Quentin Delfosse, Hikaru Shindo, Devendra Singh Dhami, Kristian Kersting
Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstraction. NeurIPS (2023)
Lukas Helff, Wolfgang Stammer, Hikaru Shindo, Devendra Singh Dhami, Kristian Kersting
V-LoL: A Diagnostic Dataset for Visual Logical Learning. CoRR (2023)
Jingyuan Sha, Hikaru Shindo, Kristian Kersting, Devendra Singh Dhami
Neural-Symbolic Predicate Invention: Learning Relational Concepts from Visual Scenes. NeSy (2023)
Hikaru Shindo, Viktor Pfanschilling, Devendra Singh Dhami, Kristian Kersting
Learning Differentiable Logic Programs for Abstract Visual Reasoning. CoRR (2023)
Quentin Delfosse, Hikaru Shindo, Devendra Singh Dhami, Kristian Kersting
Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstraction. CoRR (2023)
Hikaru Shindo, Viktor Pfanschilling, Devendra Singh Dhami, Kristian Kersting
αILP: thinking visual scenes as differentiable logic programs. Mach. Learn. 112 (5) (2023)
Björn Deiseroth, Patrick Schramowski, Hikaru Shindo, Devendra Singh Dhami, Kristian Kersting
LogicRank: Logic Induced Reranking for Generative Text-to-Image Systems. CoRR (2022)
Viktor Pfanschilling, Hikaru Shindo, Devendra Singh Dhami, Kristian Kersting
Sum-Product Loop Programming: From Probabilistic Circuits to Loop Programming. KR (2022)
Zihan Ye, Hikaru Shindo, Devendra Singh Dhami, Kristian Kersting
Differentiable Meta logical Programming. CoRR (2022)
Hikaru Shindo, Devendra Singh Dhami, Kristian Kersting
Neuro-Symbolic Forward Reasoning. CoRR (2021)
Hikaru Shindo, Masaaki Nishino, Akihiro Yamamoto
Differentiable Inductive Logic Programming for Structured Examples. CoRR (2021)
Hikaru Shindo, Masaaki Nishino, Akihiro Yamamoto
Differentiable Inductive Logic Programming for Structured Examples. AAAI (2021)
Hikaru Shindo, Masaaki Nishino, Yasuaki Kobayashi, Akihiro Yamamoto
Metric Learning for Ordered Labeled Trees with pq-grams. ECAI (2020)
Hikaru Shindo, Masaaki Nishino, Yasuaki Kobayashi, Akihiro Yamamoto
Metric Learning for Ordered Labeled Trees with pq-grams. CoRR (2020)
Hikaru Shindo, Masaaki Nishino, Akihiro Yamamoto
Using Binary Decision Diagrams to Enumerate Inductive Logic Programming Solutions. ILP Up-and-Coming / Short Papers (2018)