Japan

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NECの研究者

2026年6月5日

我田 健介 （Kensuke Wagata）

我田 健介の写真

リサーチャー
修士（工学）

研究分野

  • 深層学習
  • パターン認識

論文・学会発表・学術誌掲載

  • Wagata, K., & Teoh, A. B. J. (2022). Few-shot continuous authentication for mobile-based biometrics. Applied Sciences, 12(20), 10365.
  • Yoon, J., Park, J., Wagata, K., Park, H., & Teoh, A. B. J. (2023, October). Pretrained implicit-ensemble transformer for open-set authentication onmultimodal mobile biometrics. In Proceedings of the 31st ACM International Conference on Multimedia (pp. 5909-5922).
  • Wagata, K., & Teoh, A. B. J. (2024, April). Cross-Domain Cross-Task Transfer Mobile Touch-Stroke Authentication. In ICASSP 2024-2024 IEEEInternational Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 4445-4449). IEEE.
  • Wagata, K., Huang, C., Nihey, F., Kosaka, Y., & Nakahara, K. (2025, July). Attribute-Aware Adversarial Domain Augmentation for Zero-ShotMedical Domain Adaptation. In 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (pp. 1-7). IEEE.
  • Huang, C., Wagata, K., Nihey, F., Kosaka, Y., & Nakahara, K. (2025, July). Investigating the Synergy of Variational Information Bottleneck andIterative Transformer in a Hybrid Bottleneck Framework for Disease Prediction: An ablation study. In 2025 47th Annual International Conference ofthe IEEE Engineering in Medicine and Biology Society (EMBC) (pp. 1-6). IEEE.
  • Wagata, K., Kosaka, Y., & Nakahara, K. (2026, May). MatchMix: Phase-Matched Frame Mixing for Temporally Consistent Motion Augmentation.In ICASSP 2026-2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 9422-9426). IEEE.

略歴

2023年8月
延世大学工学部電気電子工学科修士課程修了
2023年10月
NEC入社

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