Publications
International Conference
- Yuki Yamanaka, Tomoharu Iwata, Hiroshi Takahashi, Masanori Yamada, Sekitoshi Kanai,
Autoencoding Binary Classifiers for Supervised Anomaly Detection,
PRICAI, 2019.
[paper] [arXiv]
- Hiroshi Takahashi, Tomoharu Iwata, Yuki Yamanaka, Masanori Yamada, Satoshi Yagi,
Variational Autoencoder with Implicit Optimal Priors,
AAAI, 2019.
[paper] [arXiv] [code]
- Hiroshi Takahashi, Tomoharu Iwata, Yuki Yamanaka, Masanori Yamada, Satoshi Yagi,
Student-t Variational Autoencoder for Robust Density Estimation,
IJCAI, 2018.
[paper] [code]
Preprints
- Sekitoshi Kanai, Masanori Yamada, Hiroshi Takahashi, Yuki Yamanaka, Yasutoshi Ida,
Smoothness Analysis of Loss Functions of Adversarial Training,
arXiv:2103.01400v1, 2021.
[arXiv]
- Masanori Yamada, Sekitoshi Kanai, Tomoharu Iwata, Tomokatsu Takahashi, Yuki Yamanaka, Hiroshi Takahashi, Atsutoshi Kumagai,
Adversarial Training Makes Weight Loss Landscape Sharper in Logistic Regression,
arXiv:2102.02950, 2021.
[arXiv]
- Sekitoshi Kanai, Masanori Yamada, Shin’ya Yamaguchi, Hiroshi Takahashi, Yasutoshi Ida,
Constraining Logits by Bounded Function for Adversarial Robustness,
arXiv:2010.02558, 2020.
[arXiv]
Journal (Written in Japanese)
- 高橋大志, 岩田具治, 山中友貴, 山田真徳, 八木哲志, 鹿島久嗣,
Student-t VAEによるロバスト確率密度推定,
人工知能学会論文誌, 2021, 36 巻, 3 号, p. A-KA4_1-9.
[paper]
Contents (Written in Japanese)