| 2019 | Shallow Deep Learning: Embedding Verbatim K-Means in Deep Neural Networks. | Len Du |
| 2019 | Variational Policy Chaining for Lifelong Reinforcement Learning. | Christopher Doyle, Maxime Guriau, Ivana Dusparic |
| 2019 | A CNN-RNN Hybrid Model with 2D Wavelet Transform Layer for Image Classification. | Zihao Dong, Ruixun Zhang, Xiuli Shao |
| 2019 | An Efficient Semantic Segmentation Method using Pyramid ShuffleNet V2 with Vortex Pooling. | Jiansheng Dong, Jingling Yuan, Lin Li, Xian Zhong, Weiru Liu |
| 2019 | An End-to-End Abnormal Fastener Detection Method Based on Data Synthesis. | Bangyi Dong, Qingyong Li, Jianzhu Wang, Wei Huang, Peng Dai, Shengchun Wang |
| 2019 | Knowledge Graph Embedding by Bias Vectors. | Minjie Ding, Weiqin Tong, Xuehai Ding, Xiaoli Zhi, Xiao Wang, Guoqing Zhang |
| 2019 | Coordination in Adversarial Multi-Agent with Deep Reinforcement Learning Under Partial Observability. | Elhadji Amadou Oury Diallo, Toshiharu Sugawara |
| 2019 | A Siamese-Detection Network for Real-Time Object Tracking. | Yang Deng, Ning Xie, Yang Yang |
| 2019 | Cancer Classification Using Microarray Data By DPCAForest. | Xiaoheng Deng, Yuebin Xu |
| 2019 | Automating Elevator Design with Satisfiability Modulo Theories. | Stefano Demarchi, Marco Menapace, Armando Tacchella |
| 2019 | Cost-Effective Prediction in Medicine and Marketing: Only the Difference Between Bayesian Model Averaging and the Single Best-Fit Model. | Paul J. Darwen |
| 2019 | AERNs: Attention-Based Entity Region Networks for Multi-Grained Named Entity Recognition. | Jianghai Dai, Chong Feng, Xuefeng Bai, Jinming Dai, Huanhuan Zhang |
| 2019 | Document Clustering and Topic Modeling: A Unified Bayesian Probabilistic Perspective. | Gianni Costa, Riccardo Ortale |
| 2019 | Synthesis of Boolean Networks from Biological Dynamical Constraints using Answer-Set Programming. | Stphanie Chevalier, Christine Froidevaux, Loc Paulev, Andrei Yu. Zinovyev |
| 2019 | Automatic 2D-to-3D Video Conversion using 3D Densely Connected Convolutional Networks. | Bei Chen, Jiabin Yuan, Xiuping Bao |
| 2019 | Deep Reinforcement Learning with Model-Based Acceleration for Hyperparameter Optimization. | Senpeng Chen, Jia Wu, Xiuyun Chen |
| 2019 | Sentiment-Aware Short Text Classification Based on Convolutional Neural Network and Attention. | Zeyu Chen, Yan Tang, Zuowei Zhang, Chengyang Zhang, Luwei Wang |
| 2019 | Mini Lesions Detection on Diabetic Retinopathy Images via Large Scale CNN Features. | Qilei Chen, Xinzi Sun, Ning Zhang, Yu Cao, Benyuan Liu |
| 2019 | Graph-Based Attention Networks for Aspect Level Sentiment Analysis. | Junjie Chen, Hongxu Hou, Yatu Ji, Jing Gao, Tiangang Bai |
| 2019 | Using Gradient Based Multikernel Gaussian Process and Meta-Acquisition Function to Accelerate SMBO. | Daning Cheng, Hanping Zhang, Fen Xia, Shigang Li, Yunquan Zhang |
| 2019 | The Application of Network Based Embedding in Local Topic Detection from Social Media. | Junsha Chen, Neng Gao, Cong Xue, Yifei Zhang, Chenyang Tu, Min Li |
| 2019 | An Effective Dynamic Programming Algorithm for Optimal Coalition Structure Generation. | Narayan Changder, Samir Aknine, Animesh Dutta |
| 2019 | Ant Colony Optimization Parameters Control Based on Evolutionary Strength. | Chen Chang, Jianjun Cao, Nianfeng Weng, Guojun Lv |
| 2019 | Impact of Argument Type and Concerns in Argumentation with a Chatbot. | Lisa Andreevna Chalaguine, Anthony Hunter, Henry W. W. Potts, Fiona Hamilton |
| 2019 | Deep Learning Poison Data Attack Detection. | Henry Chacon, Samuel Silva, Paul Rad |