Author

Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GAN

IJCV 2020

By : Masaki Saito, Shunta Saito, Masanori Koyama, Sosuke Kobayashi

Learning Structured Latent Factors from Dependent Data:A Generative Model Framework from Information-Theoretic Perspective

ICML 2020

By : Ruixiang Zhang, Masanori Koyama, Katsuhiko Ishiguro

A Graph Theoretic Framework of Recomputation Algorithms for Memory-Efficient Backpropagation

NeurIPS 2019

By : Mitsuru Kusumoto, Takuya Inoue, Gentaro Watanabe, Takuya Akiba, Masanori Koyama

Robustness to Adversarial Perturbations in Learning from Incomplete Data

NeurIPS 2019

By : Amir Najafi, Shin-ichi Maeda, Masanori Koyama, Takeru Miyato