Publications

Papers presented at conferences and journals in Japan and worldwide, authored by PFN researchers, interns, and part-time engineer students, including results of joint research.

UIST 2018

Unimanual Pen+Touch Input Using Variations of Precision Grip Postures

HCI / HRI

By : Drini Cami, Fabrice Matulic, Richard Calland, Brian Vogel, Daniel Vogel

Best Paper Award on Human-Robotics Interaction in ICRA 2018

Interactively Picking Real-World Objects with Unconstrained Spoken Language Instructions

Natural Language Processing / Speech Processing Robotics

By : Jun Hatori, Yuta Kikuchi, Sosuke Kobayashi, Kuniyuki Takahashi, Yuta Tsuboi, Yuya Unno, Wilson Ko, Jethro Tan

ICLR 2018

Spectral Normalization for Generative Adversarial Networks

Machine Learning / Deep Learning

By : Takeru Miyato, Toshiki Kataoka, Masanori Koyama, Yuichi Yoshida

ICLR 2018

cGANs with Projection Discriminator

Machine Learning / Deep Learning

By : Takeru Miyato, Masanori Koyama

Invited to Workshop in ICLR 2018

Variance-based Gradient Compression for Efficient Distributed Deep Learning

Large Scale Distributed Deep Learning

By : Yusuke Tsuzuku, Hiroto Imachi, Takuya Akiba

NAACL HLT 2018

Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations,

Natural Language Processing / Speech Processing

By : Sosuke Kobayashi