Network Intrusion Detection Based on Semi-supervised Variational Auto-Encoder. - Genki Osada; Kazumasa Omote; Takashi Nishide (ESORICS (2), 2017)

Regularization with Latent Space Virtual Adversarial Training. - Genki Osada; Budrul Ahsan; Revoti Prasad Bora; Takashi Nishide (ECCV (1), 2020)

Latent Space Virtual Adversarial Training for Supervised and Semi-Supervised Learning. - Genki Osada; Budrul Ahsan; Revoti Prasad Bora; Takashi Nishide (IEICE Trans. Inf. Syst., 2022)

Frequency-aware GAN for Adversarial Manipulation Generation. - Peifei Zhu; Genki Osada; Hirokatsu Kataoka; Tsubasa Takahashi 001 (ICCV, 2023)

Out-of-Distribution Detection with Reconstruction Error and Typicality-based Penalty. - Genki Osada; Tsubasa Takahashi 001; Budrul Ahsan; Takashi Nishide (WACV, 2023)

Understanding Likelihood of Normalizing Flow and Image Complexity through the Lens of Out-of-Distribution Detection. - Genki Osada; Tsubasa Takahashi 001; Takashi Nishide (AAAI, 2024)

Local Curvature Smoothing with Stein's Identity for Efficient Score Matching. - Genki Osada; Makoto Shing; Takashi Nishide (NeurIPS, 2024)