Publications
Research Areas :
All Word Embeddings from One Embedding
NeurIPS 2020
Machine Learning / Deep Learning
Natural Language Processing / Speech Processing
By : Sho Takase, Sosuke Kobayashi
Amortized Nesterov’s Momentum: Robust and Lightweight Momentum for Deep Learning
UAI 2020
Machine Learning / Deep Learning
By : Kaiwen Zhou, Yanghua Jin, Qinghua Ding, James Cheng
IJCV 2020
Machine Learning / Deep Learning
By : Masaki Saito, Shunta Saito, Masanori Koyama, Sosuke Kobayashi
ITSC 2020
Machine Learning / Deep Learning
By : Daisuke Nishiyama, Mario Castro, Shirou Maruyama, Shinya Shiroshita, Karim Hamzaoui, Yi Ouyang, Guy Rosman, Jonathan DeCastro, Kuan-Hui Lee, Adrien Gaidon
CVPR 2020
Machine Learning / Deep Learning
By : Naofumi Akimoto, Huachun Zhu, Yanghua Jin, Yoshimitsu Aoki
Smoothness and Stability in GANs
ICLR 2020
Machine Learning / Deep Learning
By : Casey Chu, Kentaro Minami, Kenji Fukumizu
A Graph Theoretic Framework of Recomputation Algorithms for Memory-Efficient Backpropagation
NeurIPS 2019
Machine Learning / Deep Learning
By : Mitsuru Kusumoto, Takuya Inoue, Gentaro Watanabe, Takuya Akiba, Masanori Koyama
Semi-flat minima and saddle points by embedding neural networks to overparameterization
NeurIPS 2019
Machine Learning / Deep Learning
By : Kenji Fukumizu, Shoichiro Yamaguchi, Yoh-ichi Mototake, Mirai Tanaka
Einconv: Exploring Unexplored Tensor Network Decompositions for Convolutional Neural Networks
NeurIPS 2019
Machine Learning / Deep Learning
By : Kohei Hayashi, Taiki Yamaguchi, Yohei Sugawara, Shin-ichi Maeda