| 2019 | The Importance of Self-excitation in Spiking Neural Networks Evolved to Recognize Temporal Patterns. | Muhammad Yaqoob, Volker Steuber, Borys Wrbel |
| 2019 | Robust Sound Event Classification with Local Time-Frequency Information and Convolutional Neural Networks. | Yanli Yao, Qiang Yu, Longbiao Wang, Jianwu Dang |
| 2019 | Capturing User and Product Information for Sentiment Classification via Hierarchical Separated Attention and Neural Collaborative Filtering. | Minghui Yan, Changjian Wang, Ying Sha |
| 2019 | A Recurrent Attention Network for Judgment Prediction. | Ze Yang, Pengfei Wang, Lei Zhang, Linjun Shou, Wenwen Xu |
| 2019 | Attentional Residual Dense Factorized Network for Real-Time Semantic Segmentation. | Lulu Yang, Long Lan, Xiang Zhang, Xuhui Huang, Zhigang Luo |
| 2019 | Multi-task Learning Method for Hierarchical Time Series Forecasting. | Maoxin Yang, Qinghua Hu, Yun Wang |
| 2019 | Multi-objective Pruning for CNNs Using Genetic Algorithm. | Chuanguang Yang, Zhulin An, Chao Li, Boyu Diao, Yongjun Xu |
| 2019 | Deep Domain Knowledge Distillation for Person Re-identification. | Junjie Yan |
| 2019 | Swap Kernel Regression. | Masaharu Yamamoto, Koichiro Yamauchi |
| 2019 | Named Entity Recognition for Chinese Social Media with Domain Adversarial Training and Language Modeling. | Yong Xu, Qi Lu, Muhua Zhu |
| 2019 | Composite Quantile Regression Long Short-Term Memory Network. | Zongxia Xie, Hao Wen |
| 2019 | Attention-Based Improved BLSTM-CNN for Relation Classification. | Qifeng Xiao, Ming Gao, Shaochun Wu, Xiaoqi Sun |
| 2019 | On the Bounds of Function Approximations. | Adrian de Wynter |
| 2019 | Multi-task Sparse Regression Metric Learning for Heterogeneous Classification. | Haotian Wu, Bin Zhou, Pengfei Zhu, Qinghua Hu, Hong Shi |
| 2019 | Brain-Inspired Hardware for Artificial Intelligence: Accelerated Learning in a Physical-Model Spiking Neural Network. | Timo Wunderlich, kos F. Kungl, Eric Mller, Johannes Schemmel, Mihai A. Petrovici |
| 2019 | Physical Adversarial Attacks by Projecting Perturbations. | Nils Worzyk, Hendrik Kahlen, Oliver Kramer |
| 2019 | Neural Field Model for Measuring and Reproducing Time Intervals. | Weronika Wojtak, Flora J. Ferreira, Estela Bicho, Wolfram Erlhagen |
| 2019 | Attention and Edge Memory Convolution for Bioactivity Prediction. | Michael Withnall, Edvard Lindelf, Ola Engkvist, Hongming Chen |
| 2019 | Timage - A Robust Time Series Classification Pipeline. | Marc Wenninger, Sebastian P. Bayerl, Jochen Schmidt, Korbinian Riedhammer |
| 2019 | An Improved Method of Applying a Machine Translation Model to a Chinese Word Segmentation Task. | Yuekun Wei, Binbin Qu, Nan Hu, Liu Han |
| 2019 | Dual-FOFE-net Neural Models for Entity Linking with PageRank. | Feng Wei, Uyen Trang Nguyen, Hui Jiang |
| 2019 | Aggregating Rich Deep Semantic Features for Fine-Grained Place Classification. | Tingyu Wei, Wenxin Hu, Xingjiao Wu, Yingbin Zheng, Hao Ye, Jing Yang, Liang He |
| 2019 | Transferable Adversarial Cycle Alignment for Domain Adaption. | Yingcan Wei |
| 2019 | A Nonlinear Fokker-Planck Description of Continuous Neural Network Dynamics. | Roseli Suzi Wedemann, Angel Ricardo Plastino |
| 2019 | Graph-Boosted Attentive Network for Semantic Body Parsing. | Tinghuai Wang, Huiling Wang |