Publications
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
Robustness to Adversarial Perturbations in Learning from Incomplete Data
NeurIPS 2019
Machine Learning / Deep Learning
By : Amir Najafi, Shin-ichi Maeda, Masanori Koyama, Takeru Miyato
Eliciting Pen-Holding Postures for General Input with Suitability for EMG Armband Detection
ISS 2019
Human Computer Interaction (HCI)/ Human Robot Interaction (HRI)
By : Fabrice Matulic, Brian Vogel, Naoki Kimura, Dan Vogel
FDA: Feature Disruptive Adversarial Attack
ICCV 2019
By : Aditya Ganeshan, Vivek B. S., R. Venkatesh Babu
Deep Visuo-Tactile Learning: Estimation of Tactile Properties from Images
ICRA2019
By : Kuniyuki Takahashi, Jethro Tan
Effective Adversarial Regularization for Neural Machine Translation
ACL 2019
Natural Language Processing / Speech Processing
By : Motoki Sato, Jun Suzuki, Shun Kiyono
A Wrapped Normal Distribution on Hyperbolic Space for Gradient-Based Learning
ICML2019
By : Yoshihiro Nagano, Shoichiro Yamaguchi, Yasuhiro Fujita, Masanori Koyama
Model-Based Reinforcement Learning via Meta-Policy Optimization
CoRL 2018
Machine Learning / Deep Learning
By : Ignasi Clavera, Jonas Rothfuss, John Schulman, Yasuhiro Fujita, Tamim Asfour, Pieter Abbeel
Efficient Multicore Scaling in Software Packet Forwarding Engines
IEEE NetSoft 2018
By : Hirochika Asai
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
ESPnet: End-to-End Speech Processing Toolkit
Interspeech 2018
Natural Language Processing / Speech Processing
By : Shinji Watanabe, Takaaki Hori, Shigeki Karita, Tomoki Hayashi, Jiro Nishitoba, Yuya Unno, Nelson Enrique Yalta Soplin, Jahn Heymann, Matthew Wiesner, Nanxin Chen, Adithya Renduchintala, Tsubasa Ochiai