Tomoumi Takase
Orcid: 0000-0001-6974-8103
According to our database1,
Tomoumi Takase
authored at least 14 papers
between 2018 and 2025.
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Bibliography
2025
2024
Proceedings of the International Joint Conference on Neural Networks, 2024
2023
Feature combination mixup: novel mixup method using feature combination for neural networks.
Neural Comput. Appl., June, 2023
Understanding Gradient Regularization in Deep Learning: Efficient Finite-Difference Computation and Implicit Bias.
Proceedings of the International Conference on Machine Learning, 2023
2022
A Collaborative Training Using Crowdsourcing and Neural Networks on Small and Difficult Image Classification Datasets.
SN Comput. Sci., 2022
2021
Neurocomputing, 2021
Time-domain Mixup Source Data Augmentation of sEMGs for Motion Recognition towards Efficient Style Transfer Mapping.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2019
Difficulty-weighted learning: A novel curriculum-like approach based on difficult examples for neural network training.
Expert Syst. Appl., 2019
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2019
2018
Effective neural network training with adaptive learning rate based on training loss.
Neural Networks, 2018
Why Does Large Batch Training Result in Poor Generalization? A Comprehensive Explanation and a Better Strategy from the Viewpoint of Stochastic Optimization.
Neural Comput., 2018
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
Data Analysis Competition Platform for Educational Purposes: Lessons Learned and Future Challenges.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018