Publications
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
Experimental Analysis of Barehand Mid-air Mode-Switching Techniques in Virtual Reality
Honourable Mention at CHI 2019
Human Computer Interaction (HCI)/ Human Robot Interaction (HRI)
By : Hemant Bhaskar Surale, Fabrice Matulic, Daniel Vogel