2024

  • Toshinori Yamauchi, Hiroshi Kera, Kazuhiko Kawamoto, Explaining Object Detectors via Collective Contribution of Pixels, arXiv:2412.00666, 2024 [arXiv].
  • Xiying Dong, Hiroshi Kera, Kazuhiko Kawamoto, Vulnerability Verification in Robot Control Using Decision Transformer, Proc. of ISCIIA, 2024 (to be published in Springer’s Lecture Notes series).
  • Tsuyoshi Takano, Hiroshi Kera, Kazuhiko Kawamoto, Robustness Verification of Decision Transformer with Varying Noise-Augmented Data Ratios in Atari Games, Proc. of ISCIIA, 2024 (to be published in Springer’s Lecture Notes series).
  • Ayumu Ueyama, Kazuhiko Kawamoto, Hiroshi Kera, VarteX: Enhancing Weather Forecast through Distributed Variable Representation, International Symposium on Weather Controllability 2024.
  • Souta Tosaka, Kazuhiko Kawamoto, Hiroshi Kera, On the Vertical and Horizontal Weather Components in AI-based Forecasting, International Symposium on Weather Controllability 2024.
  • Tomoyasu Nanaumi, Kazuhiko Kawamoto, Hiroshi Kera, Low-Quality Image Detection by Hierarchical VAE, arXiv:2408.10885, 2024 [arXiv].
  • Ayumu Ueyama, Kazuhiko Kawamoto, Hiroshi Kera, VarteX: Enhancing Weather Forecast through Distributed Variable Representation, ICML 2024, Workshop on Machine Learning for Earth System Modeling, 2024 [arXiv].
  • Kosuke Sumiyasu, Kazuhiko Kawamoto, and Hiroshi Kera, Identifying Important Group of Pixels using Interactions, CVPR, pp. 6017-6026, 2024 [paper][arXiv][GitHub].
  • Yusuke Marumo, Kazuhiko Kawamoto, Hiroshi Kera, Matching Non-Identical Animals in the Wild, CV4Animals: Computer Vision for Animal Behavior Tracking and Modeling in conjunction with CVPR 2024 [arXiv].
  • Katsuya Kosukegawa and Kazuhiko Kawamoto, Long Short-Team Memory for Forecasting Degradation Recovery Process with Binary Maintenance Intervention Records, IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, vol. E107-A, no. 4, pp.666-669, 2024 [paper].
  • Nariki Tanaka, Hiroshi Kera, Kazuhiko Kawamoto, Fourier analysis on robustness of graph convolutional neural networks for skeleton-based action recognition, Computer Vision and Image Understanding, Vol. 240 (103936), 2024 [paper][arXiv][GitHub].
  • Yuta Sato, Kazuhiko Kawamoto, and Hiroshi Kera, Evaluating the Capability of Transformers in Computational Algebra Problems, 10th Anniversary Korea-Japan Joint Workshop on Complex Communication Sciences, 2024 [web].
  • Kosuke Sumiyasu, Kazuhiko Kawamoto, and Hiroshi Kera, Game-Theoretic Visualization Method of Important Pixels, 10th Anniversary Korea-Japan Joint Workshop on Complex Communication Sciences, 2024 [web].
  • Ki Beom Kim, Juseong Kim, Giltae Song, Kazuhiko Kawamoto, Jeonghoon Choi, Sanghun Sel, Donggil Kang,Keumseok Kang, Minsu Kim and Jonghyeon Bae, HAGCN: Heterogeneous Attentive GCN for gene-disease association, 10th Anniversary Korea-Japan Joint Workshop on Complex Communication Sciences, 2024 [web].
  • Yusuke Marumo, Kazuhiko Kawamoto, Hiroshi Kera, Matching Non-Identical Objects, arXiv:2403.08227, 2024 [arXiv]
  • Kosuke Sumiyasu, Kazuhiko Kawamoto, Hiroshi Kera, Identifying Important Group of Pixels using Interactions, arXiv:2401.03785, 2024 [arXiv].

2023

  • Katsuya Kosukegawa and Kazuhiko Kawamoto, Long Short-Team Memory for Forecasting Degradation Recovery Process with Binary Maintenance Intervention Records, IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Article ID 2023EAL2019, Advance online publication, 2023 [paper].
  • Nan Wu, Hiroshi Kera, and Kazuhiro Kawamoto, Improving zero-shot action recognition using human instruction with text description, Applied Intelligence, vol.53, pp.24142–24156, 2023 [paper][SharedIt][arXiv].
  • Haga, Takeshi, Hiroshi Kera, and Kazuhiko Kawamoto. "Sequential Variational Autoencoder with Adversarial Classifier for Video Disentanglement" Sensors 23, no. 5: 2515, 2023 [paper].
  • Katsuya Kosukegawa, Yasukuni Mori, Hiroki Suyari, Kazuhiko Kawamoto, Spatiotemporal forecasting of vertical track alignment with exogenous factors, Scientific Reports 13, 2354, 2023 [paper][arXiv].
  • Nan Wu, Hiroshi Kera, and Kazuhiko Kawamoto, Zero-Shot Action Recognition with ChatGPT-based Instruction, Advanced Computational Intelligence and Intelligent Informatics, Communications in Computer and Information Science, vol. 1932, pp.18-28, 2023 [paper][SharedIt].
  • Kosuke Sumiyasu, Kazuhiko Kawamoto, Hiroshi Kera, Identifying Important Group of Pixels using Interactions, ICCV 2023 Workshop on Uncertainty Quantification for Computer Vision, 2023.
  • Tomoyasu Nanaumi, Kazuhiko Kawamoto, Hiroshi Kera, Low-Quality Image Detection by Hierarchical VAE, ICCV 2023 Workshop on Uncertainty Quantification for Computer Vision, 2023.
  • Chun Yang Tan, Kazuhiko Kawamoto, Hiroshi Kera, Exploiting Frequency Spectrum of Adversarial Images for General Robustness, arXiv:2305.08439, 2023 [arXiv].

2022

  • Kazuma Fujii, Hiroshi Kera, and Kazuhiko Kawamoto, "Adversarially Trained Object Detector for Unsupervised Domain Adaptation," in IEEE Access, vol. 10, pp. 59534-59543, 2022 [paper][arXiv].
  • Fei Yan, Nan Wu, Abdullah M. Iliyasu, Kazuhiko Kawamoto, and Kaoru Hirota, Framework for identifying and visualizing emotional atmosphere in online learning environments in the COVID-19 Era, Applied Intelligence, Vol.52, pp.9406–9422, 2022 [paper].
  • Katsuya Kosukegawa and Kazuhiko Kawamoto, Long Short-Team Memory for Forecasting Degradation Recovery Process with Maintenance Interventions, The 9th Japan-Korea Joint Workshop on Complex Communication Sciences, 2022.
  • Takaaki Azakami, Hiroshi Kera, Kazuhiko Kawamoto, Adversarial Body Shape Search for Legged Robots, IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 682-687, 2022 [paper][arXiv].
  • Takuto Otomo, Hiroshi Kera, Kazuhiko Kawamoto, Adversarial joint attacks on legged robots, IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 676-681, 2022 [paper][arXiv].
  • Chun Yang Tan, Kazuhiko Kawamoto, Hiroshi Kera, Adversarial amplitude swap towards robust image classifiers, ECCV 2022 Workshop on Adversarial Robustness in the Real World, 2022 [arXiv].
  • Nariki Tanaka, Hiroshi Kera, and Kazuhiko Kawamoto, Adversarial Bone Length Attack on Action Recognition, Vol. 36, No.2, pp. 2325-2343, In Proc. of the AAAI Conference on Artificial Intelligence (AAAI), 2022 [paper][arXiv].
  • Kosuke Sumiyasu, Hiroshi Kera, Kazuhiko Kawamoto, Game-Theoretic Understanding of Misclassification, arXiv:2210.03349, 2022 [arXiv].

2021

  • Kazuma Fujii and Kazuhiko Kawamoto, Generative and self-supervised domain adaptation for one-stage object detection, Array, Vol. 11, 2021 [paper].
  • Nan Wu and Kazuhiko Kawamoto, Zero-Shot Action Recognition with Three-Stream Graph Convolutional Networks, Sensors 21, no. 11: 3793, 2021 [paper].
  • Kodai Uchiyama and Kazuhiko Kawamoto, Audio-Visual Model for Generating Eating Sounds Using Food ASMR Videos, IEEE Access, Vol.9, pp.50106-50111, 2021 [paper].
  • Shun Kimura and Kazuhiko Kawamoto, "Conditional Motion and Content Decomposed GAN for Zero-Short Video Generation," In Proc. of the 7th International Workshop on Advanced Computational Intelligence and Intelligent Informatics, 2021 [arXiv].
  • Wataru Okamoto, Hiroshi Kera, and Kazuhiko Kawamoto, Reinforcement Learning with Adaptive Curriculum Dynamics Randomization for Fault-Tolerant Robot Control, arXiv:2111.10005, 2021 [arXiv].

2020

  • Kazuma Kurisaki and Kazuhiko Kawamoto, Animating Cloud Images With Flow Style Transfer, IEEE Access, Vol.9, pp.3269-3277, 2020 [paper].
  • Calvin Janitra Halim and Kazuhiko Kawamoto, 2D Convolutional Neural Markov Models for Spatiotemporal Sequence Forecasting, Sensors 20, no. 15: 4195, 2020 [paper].
  • Calvin Janitra Halim and Kazuhiko Kawamoto,  Deep Markov Models for Data Assimilation in Chaotic Dynamical Systems,  Advances in Artificial Intelligence,  Vol. 1128, pp. 37-44,  Springer International Publishing, 2020 [paper].
  • Wu Nan and Kazuhiko Kawamoto, Three-Stream Graph Convolutional Networks for Zero-Shot Action Recognition, In Proc. of Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems (SCIS-ISIS), pp.398-402, 2020 [paper].
  • Wataru Okamoto and Kazuhiko Kawamoto, Reinforcement Learning with Randomized Physical Parameters for Fault-Tolerant Robots, In Proc. of Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems (SCIS-ISIS), pp.449-452, 2020 [paper].
  • Shinobu Takahashi and Kazuhiko Kawamoto, Object-Action Interaction Region Detection in Egocentric Videos, In Proc. of the 9th International Symposium on Computational Intelligence and Industrial Applications, 5 pages, 2020.

Previous publications

The previous list of papers is here.