| 2019 | On the Stability of a Pass-Thought Security System in Different Brain States. | Nga Tran, Dat Tran, Shuangzhe Liu, Tien Pham |
| 2019 | How We Achieved a Production Ready Slot Filling Deep Neural Network Without Initial Natural Language Data. | Franois Torregrossa, Nihel Kooli, Robin Allesiardo, Erwan Pigneul |
| 2019 | Exploration of Different Attention Mechanisms on Medical Image Segmentation. | Jie Tian, Kaijie Wu, Kai Ma, Hao Cheng, Chaocheng Gu |
| 2019 | Deep Hybrid Spatiotemporal Networks for Continuous Pain Intensity Estimation. | Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood |
| 2019 | B-DCGAN: Evaluation of Binarized DCGAN for FPGA. | Hideo Terada, Hayaru Shouno |
| 2019 | Transformer-DW: A Transformer Network with Dynamic and Weighted Head. | Ruxin Tan, Jiahui Sun, Bo Su, Gongshen Liu |
| 2019 | SCS: Style and Content Supervision Network for Character Recognition with Unseen Font Style. | Wei Tang, Yiwen Jiang, Neng Gao, Ji Xiang, Yijun Su, Xiang Li |
| 2019 | A New Supervised Learning Approach: Statistical Adaptive Fourier Decomposition (SAFD). | Chunyu Tan, Liming Zhang, Tao Qian |
| 2019 | Image Generation Framework for Unbalanced License Plate Data Set. | Ming Sun, Fang Zhou, Chun Yang, Xu-Cheng Yin |
| 2019 | Visual Speaker Authentication by a CNN-Based Scheme with Discriminative Segment Analysis. | Jiahui Sun, Shilin Wang, Quanhai Zhang |
| 2019 | Analysis on Dropout Regularization. | John Sum, Chi-Sing Leung |
| 2019 | HRec: Heterogeneous Graph Embedding-Based Personalized Point-of-Interest Recommendation. | Yijun Su, Xiang Li, Daren Zha, Wei Tang, Yiwen Jiang, Ji Xiang, Neng Gao |
| 2019 | Learning an Adversarial Network for Speech Enhancement Under Extremely Low Signal-to-Noise Ratio Condition. | Xiangdong Su, Xiang Hao, Zhiyu Wang, Yun Liu, Huali Xu, Tongyang Liu, Guanglai Gao, Feilong Bao |
| 2019 | Modeling Severe Traffic Accidents with Spatial and Temporal Features. | Soumya Sourav, Devashish Khulbe, Vishal Verma |
| 2019 | Link Prediction with Attention-Based Semantic Influence of Multiple Neighbors. | Meixian Song, Bo Wang, Xindian Ma, Qinghua Hu, Xin Wang, Yuexian Hou, Dawei Song |
| 2019 | Transferring Tree Ensembles to Neural Networks. | Chapman Siu |
| 2019 | Tag-Based Semantic Features for Scene Image Classification. | Chiranjibi Sitaula, Yong Xiang, Anish Basnet, Sunil Aryal, Xuequan Lu |
| 2019 | One Analog Neuron Cannot Recognize Deterministic Context-Free Languages. | Jir Sma, Martin Pltek |
| 2019 | Machine Learning Based Trust Model for Misbehaviour Detection in Internet-of-Vehicles. | Sarah Ali Siddiqui, Adnan Mahmood, Wei Emma Zhang, Quan Z. Sheng |
| 2019 | Interactive Semantic Features Selection from Reviews for Recommendation. | Tian Shi, Bofeng Zhang, Ying Lv, Zhuocheng Zhou, Furong Chang |
| 2019 | Residual Connection-Based Multi-step Reasoning via Commonsense Knowledge for Multiple Choice Machine Reading Comprehension. | Yixuan Sheng, Man Lan |
| 2019 | DXNet: An Encoder-Decoder Architecture with XSPP for Semantic Image Segmentation in Street Scenes. | Yexin Shang, Shan Zhong, Shengrong Gong, Lifan Zhou, Wenhao Ying |
| 2019 | A Multi-cascaded Deep Model for Bilingual SMS Classification. | Muhammad Haroon Shakeel, Asim Karim, Imdadullah Khan |
| 2019 | Deep Learning of EEG Data in the NeuCube Brain-Inspired Spiking Neural Network Architecture for a Better Understanding of Depression. | Dhvani Shah, Grace Y. Wang, Maryam Doborjeh, Zohreh Gholami Doborjeh, Nikola K. Kasabov |
| 2019 | A Comparison Study of Deep Learning Techniques to Increase the Spatial Resolution of Photo-Realistic Images. | Andrew M. Shackleton, Abdulrahman M. Altahhan |