Publications

Controlling Posterior Collapse by an Inverse Lipschitz Constraint on the Decoder Network

ICML 2023

Machine Learning / Deep Learning

By : Yuri Kinoshita, Kenta Oono, Kenji Fukumizu, Yuichi Yoshida, Shin-ichi Maeda

Smoothness and Stability in GANs

ICLR 2020

Machine Learning / Deep Learning

By : Casey Chu, Kentaro Minami, Kenji Fukumizu

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

Pointwise HSIC: A Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions

EMNLP 2018

Natural Language Processing / Speech Processing

By : Sho Yokoi, Sosuke Kobayashi, Kenji Fukumizu, Jun Suzuki, Kentaro Inui