Takayuki Komatsu

According to our database, Takayuki Komatsu authored at least 6 papers between 2021 and 2026.

Collaborative distances:

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

2026

Transformation Categorization Based on Group Decomposition Theory Using Parameter Division.

Takayuki Komatsu, Yoshiyuki Ohmura, Yasuo Kuniyoshi

CoRR, May, 2026

Unsupervised Learning of Inter-Object Relationships via Group Homomorphism.

Kyotaro Ushida, Takayuki Komatsu, Yoshiyuki Ohmura, Yasuo Kuniyoshi

CoRR, April, 2026

2025

Learning Conditionally Independent Transformations using Normal Subgroups in Group Theory.

Kayato Nishitsunoi, Yoshiyuki Ohmura, Takayuki Komatsu, Yasuo Kuniyoshi

Proceedings of the IEEE International Conference on Development and Learning, 2025

Feature-Based Lie Group Transformer for Real-World Applications.

Takayuki Komatsu, Yoshiyuki Ohmura, Kayato Nishitsunoi, Yasuo Kuniyoshi

Proceedings of the IEEE International Conference on Development and Learning, 2025

2024

Ablation Study to Clarify the Mechanism of Object Segmentation in Multi-Object Representation Learning.

Takayuki Komatsu, Yoshiyuki Ohmura, Yasuo Kuniyoshi

Proceedings of the IEEE International Conference on Development and Learning, 2024

2021

Unsupervised Temporal Segmentation Using Models That Discriminate Between Demonstrations and Unintentional Actions.

Takayuki Komatsu, Yoshiyuki Ohmura, Yasuo Kuniyoshi

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021