| 2019 | Convolutional LSTM: A Deep Learning Method for Motion Intention Recognition Based on Spatiotemporal EEG Data. | Zhijie Fang, Weiqun Wang, Zeng-Guang Hou |
| 2019 | HaGAN: Hierarchical Attentive Adversarial Learning for Task-Oriented Dialogue System. | Ting Fang, Tingting Qiao, Duanqing Xu |
| 2019 | Enhance Feature Representation of Dual Networks for Attribute Prediction. | Yuchun Fang, Yilu Cao, Wei Zhang, Qiulong Yuan |
| 2019 | Unsupervised Feature Selection Based on Matrix Factorization with Redundancy Minimization. | Yang Fan, Jianhua Dai, Siqi Xu |
| 2019 | Characterizing and Identifying Autism Disorder Using Regional Connectivity Patterns and Extreme Gradient Boosting Classifier. | Thomas Martial Epalle, Yuqing Song, Hu Lu, Zhe Liu |
| 2019 | A Conditional Random Fields Based Framework for Multiview Sequential Data Modeling. | Ziang Dong, Jing Zhao, Shiliang Sun |
| 2019 | Proposal of Online Regularization for Dynamical Structure Optimization in Complex-Valued Neural Networks. | Tianben Ding, Akira Hirose |
| 2019 | Dynamic Neural Language Models. | Edouard Delasalles, Sylvain Lamprier, Ludovic Denoyer |
| 2019 | A Deep Neural Framework for Contextual Affect Detection. | Kumar Shikhar Deep, Asif Ekbal, Pushpak Bhattacharyya |
| 2019 | Deep Learning and Statistical Models for Time-Critical Pedestrian Behaviour Prediction. | Joel Janek Dabrowski, Johan Pieter de Villiers, Ashfaqur Rahman, Conrad Beyers |
| 2019 | Fuzzy Deep Neural Network for Classification of Overlapped Data. | Rukshima Dabare, Kok Wai Wong, Mohd Fairuz Shiratuddin, Polychronis Koutsakis |
| 2019 | Combined Correlation Filters with Siamese Region Proposal Network for Visual Tracking. | Shugang Cui, Shu Tian, Xu-Cheng Yin |
| 2019 | Networking Self-Organising Maps and Similarity Weight Associations. | Younjin Chung, Joachim Gudmundsson |
| 2019 | Brain Network Decomposition by Auto Encoder (AE) and Graph Auto Encoder (GAE). | Myungwon Choi, Pilsub Lee, Daegyeom Kim, Suji Lee, HyunChul Youn, Hyun-Ghang Jeong, Cheol E. Han |
| 2019 | Affinity Graph Based End-to-End Deep Convolutional Networks for CT Hemorrhage Segmentation. | Jungrae Cho, Inchul Choi, Jaeil Kim, Sungmoon Jeong, Young-Sup Lee, Jaechan Park, Jungjoon Kim, Minho Lee |
| 2019 | Adversarial Deep Learning with Stackelberg Games. | Aneesh Sreevallabh Chivukula, Xinghao Yang, Wei Liu |
| 2019 | Self-Adaptive Network Pruning. | Jinting Chen, Zhaocheng Zhu, Cheng Li, Yuming Zhao |
| 2019 | Target-Based Attention Model for Aspect-Level Sentiment Analysis. | Wei Chen, Wenxin Yu, Zhiqiang Zhang, Yunye Zhang, Kepeng Xu, Fengwei Zhang, Yibo Fan, Gang He, Zhuo Yang |
| 2019 | A Wind Power Prediction Method Based on Deep Convolutional Network with Multiple Features. | Shizhan Chen, Bo You, Xuewei Li, Mei Yu, Jian Yu, Zhuo Zhang, Jie Gao, Zhiqiang Liu, Ruiguo Yu |
| 2019 | Patch Selection Denoiser: An Effective Approach Defending Against One-Pixel Attacks. | Dong Chen, Ruqiao Xu, Bo Han |
| 2019 | A Deep Clustering-Guide Learning for Unsupervised Person Re-identification. | Guo Chen, Song Wu, Guoqiang Xiao |
| 2019 | Accelerating Bag-of-Words with SOM. | Jian-Hui Chen, Zuo-Ren Wang, Cheng-Lin Liu |
| 2019 | Recovering Super-Resolution Generative Adversarial Network for Underwater Images. | Yang Chen, Jinxuan Sun, Wencong Jiao, Guoqiang Zhong |
| 2019 | Addressing Reward Engineering for Deep Reinforcement Learning on Multi-stage Task. | Bin Chen, Jianhua Su |
| 2019 | Topic Aware Context Modelling for Dialogue Response Generation. | Dali Chen, Wenge Rong, Zhiyuan Ma, Yuanxin Ouyang, Zhang Xiong |