| 2019 | Learning Relational-Structural Networks for Robust Face Alignment. | Congcong Zhu, Xing Wang, Suping Wu, Zhenhua Yu |
| 2019 | LSTM with Uniqueness Attention for Human Activity Recognition. | Zengwei Zheng, Lifei Shi, Chi Wang, Lin Sun, Gang Pan |
| 2019 | Delving into the Impact of Saliency Detector: A GeminiNet for Accurate Saliency Detection. | Tao Zheng, Bo Li, Delu Zeng, Zhiheng Zhou |
| 2019 | Text to Image Synthesis Based on Multiple Discrimination. | Zhiqiang Zhang, Yunye Zhang, Wenxin Yu, Jingwei Lu, Li Nie, Gang He, Ning Jiang, Gang He, Yibo Fan, Zhuo Yang |
| 2019 | Discriminative Feature Learning for Speech Emotion Recognition. | Yuying Zhang, Yuexian Zou, Junyi Peng, Danqing Luo, Dongyan Huang |
| 2019 | Deep Recurrent Neural Networks with Nonlinear Masking Layers and Two-Level Estimation for Speech Separation. | Jiantao Zhang, Pingjian Zhang |
| 2019 | Imbalanced Sentiment Classification Enhanced with Discourse Marker. | Tao Zhang, Xing Wu, Meng Lin, Jizhong Han, Songlin Hu |
| 2019 | An Adaptive Feature Channel Weighting Scheme for Correlation Tracking. | Zhen Zhang, Chao Wang, Xiqun Lu |
| 2019 | Scene Graph Generation via Convolutional Message Passing and Class-Aware Memory Embeddings. | Yidong Zhang, Yunhong Wang, Yuanfang Guo |
| 2019 | Deep Semantic Asymmetric Hashing. | Mian Zhang, Cheng Cheng, Xianzhong Long |
| 2019 | IP-GAN: Learning Identity and Pose Disentanglement in Generative Adversarial Networks. | Bassel Zeno, Ilya Kalinovskiy, Yuri Matveev |
| 2019 | Pattern Recognition for COPD Diagnostics Using an Artificial Neural Network and Its Potential Integration on Hardware-Based Neuromorphic Platforms. | Pouya Soltani Zarrin, Christian Wenger |
| 2019 | Analysis of Dogs' Sleep Patterns Using Convolutional Neural Networks. | Anna Zamansky, Aleksandr Sinitca, Dmitry I. Kaplun, Michael Plazner, Ivana G. Schork, Robert J. Young, Cristiano S. de Azevedo |
| 2019 | Automatic Estimation of Dog Age: The DogAge Dataset and Challenge. | Anna Zamansky, Aleksandr Sinitca, Dmitry I. Kaplun, Luisa M. L. Dutra, Robert J. Young |
| 2019 | Learning Sparse Hidden States in Long Short-Term Memory. | Niange Yu, Cornelius Weber, Xiaolin Hu |
| 2019 | Widely Linear Complex-Valued Autoencoder: Dealing with Noncircularity in Generative-Discriminative Models. | Zeyang Yu, Shengxi Li, Danilo P. Mandic |
| 2019 | Generative Creativity: Adversarial Learning for Bionic Design. | Simiao Yu, Hao Dong, Pan Wang, Chao Wu, Yike Guo |
| 2019 | Object-Level Salience Detection by Progressively Enhanced Network. | Wang Yuan, Haichuan Song, Xin Tan, Chengwei Chen, Shouhong Ding, Lizhuang Ma |
| 2019 | Severe Convective Weather Classification in Remote Sensing Images by Semantic Segmentation. | Ming Yuan, Zhilei Chai, Wenlai Zhao |
| 2019 | Interdependence Model for Multi-label Classification. | Kosuke Yoshimura, Tomoaki Iwase, Yukino Baba, Hisashi Kashima |
| 2019 | Incremental Learning of GAN for Detecting Multiple Adversarial Attacks. | Zibo Yi, Jie Yu, Shasha Li, Yusong Tan, Qingbo Wu |
| 2019 | Learning to Explain Chinese Slang Words. | Chuanrun Yi, Dong Wang, Chunyu He, Ying Sha |
| 2019 | A Judicial Sentencing Method Based on Fused Deep Neural Networks. | Yuhan Yin, Hongtian Yang, Zhihong Zhao, Songyu Chen |
| 2019 | Detection of Directional Information Flow Induced by TMS Based on Symbolic Transfer Entropy. | Song Ye, Keiichi Kitajo, Katsunori Kitano |
| 2019 | Research on Image-to-Image Translation with Capsule Network. | Jian Ye, Qing Chang, Xiaotian Jia |