Yuhei Umeda
Orcid: 0000-0001-8244-282X
According to our database1,
Yuhei Umeda
authored at least 19 papers
between 2009 and 2024.
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Bibliography
2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
2023
Proceedings of the ACM Web Conference 2023, 2023
Improving Predicate Representation in Scene Graph Generation by Self-Supervised Learning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
An Auto-Encoder to Reconstruct Structure with Cryo-EM Images via Theoretically Guaranteed Isometric Latent Space, and Its Application for Automatically Computing the Conformational Pathway.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
2022
Toward Unlimited Self-Learning Monte Carlo with Annealing Process Using VAE's Implicit Isometricity.
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
2021
Topological Uncertainty: Monitoring Trained Neural Networks through Persistence of Activation Graphs.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
PersLay: A Neural Network Layer for Persistence Diagrams and New Graph Topological Signatures.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
Proceedings of the Advances in Artificial Intelligence, 2020
2019
A General Neural Network Architecture for Persistence Diagrams and Graph Classification.
CoRR, 2019
Proceedings of the 35th International Symposium on Computational Geometry, 2019
2018
Proceedings of the 2018 Annual American Control Conference, 2018
2017
2009
Exp. Math., 2009