| 2019 | Inter-region Synchronization Analysis Based on Heterogeneous Matrix Similarity Measurement. | Hengjin Ke, Dan Chen, Lei Zhang, Xinhua Zhang, Xianzeng Liu, Xiaoli Li |
| 2019 | A Transformer Model for Retrosynthesis. | Pavel Karpov, Guillaume Godin, Igor V. Tetko |
| 2019 | Conditional GANs for Image Captioning with Sentiments. | Tushar Karayil, Asif Irfan, Federico Raue, Jrn Hees, Andreas Dengel |
| 2019 | Change Detection in Satellite Images Using Reconstruction Errors of Joint Autoencoders. | Ekaterina Kalinicheva, Jrmie Sublime, Maria Trocan |
| 2019 | Transfer Learning with Sparse Associative Memories. | Quentin Jodelet, Vincent Gripon, Masafumi Hagiwara |
| 2019 | Community Detection via Joint Graph Convolutional Network Embedding in Attribute Network. | Di Jin, Bingyi Li, Pengfei Jiao, Dongxiao He, Hongyu Shan |
| 2019 | Exploring the Advantages of Corpus in Neural Machine Translation of Agglutinative Language. | Yatu Ji, Hongxu Hou, Nier Wu, Junjie Chen |
| 2019 | FMNet: Multi-agent Cooperation by Communicating with Featured Message Network. | Jiheng Jiang, Shuangjiu Xiao, Linling Xun |
| 2019 | Restoration as a Defense Against Adversarial Perturbations for Spam Image Detection. | Jianguo Jiang, Boquan Li, Min Yu, Chao Liu, Weiqing Huang, Lejun Fan, Jianfeng Xia |
| 2019 | A Novel Modification on the Levenberg-Marquardt Algorithm for Avoiding Overfitting in Neural Network Training. | Serdar Iplikci, Batuhan Bilgi, Ali Menemen, Bedri Bahtiyar |
| 2019 | Transferring Reservoir Computing: Formulation and Application to Fluid Physics. | Masanobu Inubushi, Susumu Goto |
| 2019 | Hierarchical Reinforcement Learning with Unlimited Recursive Subroutine Calls. | Yuuji Ichisugi, Naoto Takahashi, Hidemoto Nakada, Takashi Sano |
| 2019 | An Empirical Study of Multi-domain and Multi-task Learning in Chinese Named Entity Recognition. | Yun Hu, Mingxue Liao, Pin Lv, Changwen Zheng |
| 2019 | Light-Weight Edge Enhanced Network for On-orbit Semantic Segmentation. | Junxing Hu, Ling Li, Yijun Lin, Fengge Wu, Junsuo Zhao |
| 2019 | Signed Graph Attention Networks. | Junjie Huang, Huawei Shen, Liang Hou, Xueqi Cheng |
| 2019 | FCN Salient Object Detection Using Region Cropping. | Yikai Hua, Xiaodong Gu |
| 2019 | Merging DBSCAN and Density Peak for Robust Clustering. | Jian Hou, Chengcong Lv, Aihua Zhang, Xu E |
| 2019 | Temporal Coding of Neural Stimuli. | Adrian Horzyk, Krzysztof Goldon, Janusz A. Starzyk |
| 2019 | Cosine Similarity Drift Detector. | Juan Isidro Gonzlez Hidalgo, Laura Maria Palomino Mario, Roberto Souto Maior de Barros |
| 2019 | Self-attention StarGAN for Multi-domain Image-to-Image Translation. | Ziliang He, Zhenguo Yang, Xudong Mao, Jianming Lv, Qing Li, Wenyin Liu |
| 2019 | Time Series Processing with VCSEL-Based Reservoir Computer. | Jean Benoit Hroux, Naoki Kanazawa, Piotr Antonik |
| 2019 | Spatial Attention Network for Few-Shot Learning. | Xianhao He, Peng Qiao, Yong Dou, Xin Niu |
| 2019 | SECaps: A Sequence Enhanced Capsule Model for Charge Prediction. | Congqing He, Li Peng, Yuquan Le, Jiawei He, Xiangyu Zhu |
| 2019 | Conformational Oversampling as Data Augmentation for Molecules. | Jennifer Hemmerich, Ece Asilar, Gerhard F. Ecker |
| 2019 | The Good, the Bad and the Ugly: Augmenting a Black-Box Model with Expert Knowledge. | Raoul Heese, Michal Walczak, Lukas Morand, Dirk Helm, Michael Bortz |