| Chenhui Chu |
Osaka University |
Visually Grounded Paraphrase Identification |
| Ryutaro Ichise |
National Institute of Informatics/AIST AIRC |
Knowledge Graph Construction |
| Masaaki Imaizumi |
Institute of Statistical Mathematics |
Generalization Analysis for Mechanism of Deep Neural Networks via Nonparametric Statistics |
| David McAllester |
Toyota Technological Institute at Chicago |
Rate-Distortion Autoencoding for Unsupervised Machine Translation |
| Hirohiko Niioka |
Osaka University |
Bio-Medical imaging supported by deep learning |
| Takahiro Shinozaki |
Tokyo Institute of Technology |
Automated Development of Deep Neural Network Systems Based on Evolutionary Algorithms |
| Karl Stratos |
Toyota Technological Institute at Chicago |
Mutual Information Maximization for Simple and Effective Label Induction in Text |
| Jun Suzuki |
Tohoku University/RIKEN AIP |
Usability Enhancements to Neural Word Embeddings |
| Taiji Suzuki |
The University of Tokyo/RIKEN AIP |
Adaptivity of deep learning in Besov space with its connection to sparse estimation
|
| Masashi Tsubaki |
AIST AIRC |
Deep learning for graph-structured data: applications to drug and materials discovery |
| Yoshimasa Tsuruoka |
The University of Tokyo/AIST AIRC |
Combining Knowledge and Deep Reinforcement Learning for Plant Control |
| Norimichi Ukita |
Toyota Technological Institute |
Image and Video Super-resolution for Learning Visual Representations: Application to Tiny Object Detection |
| Matthew Walter |
Toyota Technological Institute at Chicago |
Joint Optimization over Robot Motion and Control |
