I. Ul Haq, K. Fujii, and Y. Kawahara, "Dynamic mode decomposition via dictionary learning for foreground modeling in videos," Computer Vision and Image Understanding, Vol.199, Article Number 103022, 2020 (The short version appeared in Proc. of the 15th Int'l Joint Conf. on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP'20), pp.476-483, 2020 [Link]).
N. Takeishi, and Y. Kawahara, "Knowledge-Based Regularization in Generative Modeling," in Proc. of the 29th Int'l Joint Conf. on Artificial Intelligence and the 17th Pacific Rim Int'l Conf. on Artificial Intelligence (IJCAI-PRICAI'20), pp.2390-2396, 2020 (arXiv ver.:[arXiv:1902.02068]).
S. Hayashi, Y. Kawahara, and H. Kashima, "Active Change-point Detection," in Proc. of the 11th Asian Conference on Machine Learning (ACML'19), PMLR: 101, pp.1017-1032, 2019.
N. Takeishi, Y. Kawahara, Y. Tabei, and T. Yairi, "Bayesian Dynamic Mode Decomposition," in Proc. of the 26th Int'l Joint Conf. on Artificial Intelligence (IJCAI'17), pp.2814-2821, 2017 [Code].
K. Nagano Y. Kawahara, and S. Iwata, "Minimum Average Cost Clustering," in Advances in Neural Information Processing Systems, Vol.23 (Proc. of NIPS'10, Oral (spotlight) paper), pp.1759-1767, 2010.
Y. Kawahara, K. Nagano, K. Tsuda, and J. Bilmes, "Submodularity cuts and applications," in Advances in Neural Information Processing Systems, Vol.22 (Proc. of NIPS'09, Oral (spotlight) paper), pp.916-924, 2009.
R. Fujiki, H. Tanaka, Y. Kawahara, T. Yairi & K. Machida, "Autonomous recognition of multiple cable topology with image," in Proc. of the SICE-ICASE Int'l Joint Conf. 2006, pp.1425-1430, 2006.
Y. Sato, Y. Kawahara, T. Yairi & K. Machida, "Visualization of spacecraft data based on interdependency between changing points in time series," in Proc. of the SICE-ICASE Int'l Joint Conf. 2006, pp.3414-3418, 2006.
Y. Kawahara, T. Yairi & K. Machida, "Fault diagnosis for spacecraft using probabilistic reasoning and statistical larning with dynamic Bayesian networks," in Proc. of the 56th Int'l Astronautical Congress (IAC 2005), Safety and Quality in Space Activities Symp., IAC-05-D5.2.04, 2005.
H. Tanaka, Y. Kawahara, T. Yairi & K. Machida, "Research on reconfigurable space system using orbital servicing robots and cellular satellites," in Proc. of the 24th Int'l Symp. on Space Technology and Science (ISTS'04), pp.647-679, 2004.