| 2018 | Preconditioned Conjugate Gradient Methods in Truncated Newton Frameworks for Large-scale Linear Classification. | Chih-Yang Hsia, Wei-Lin Chiang, Chih-Jen Lin |
| 2018 | Deep Embedded Clustering with Data Augmentation. | Xifeng Guo, En Zhu, Xinwang Liu, Jianping Yin |
| 2018 | Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach. | Yifan Guo, Weixian Liao, Qianlong Wang, Lixing Yu, Tianxi Ji, Pan Li |
| 2018 | A Joint Selective Mechanism for Abstractive Sentence Summarization. | Junjie Fu, Gongshen Liu |
| 2018 | Fast Randomized PCA for Sparse Data. | Xu Feng, Yuyang Xie, Mingye Song, Wenjian Yu, Jie Tang |
| 2018 | Fast Dynamic Convolutional Neural Networks for Visual Tracking. | Zhiyan Cui, Na Lu, Xue Jing, Xiahao Shi |
| 2018 | Adversarial TableQA: Attention Supervision for Question Answering on Tables. | Minseok Cho, Reinald Kim Amplayo, Seung-won Hwang, Jonghyuck Park |
| 2018 | An Empirical Evaluation of Sketched SVD and its Application to Leverage Score Ordering. | Hui Han Chin, Paul Pu Liang |
| 2018 | TVT: Two-View Transformer Network for Video Captioning. | Ming Chen, Yingming Li, Zhongfei Zhang, Siyu Huang |
| 2018 | SecureNets: Secure Inference of Deep Neural Networks on an Untrusted Cloud. | Xuhui Chen, Jinlong Ji, Lixing Yu, Changqing Luo, Pan Li |
| 2018 | Deep Fully-Connected Part-Based Models for Human Pose Estimation. | Rodrigo Andrade de Bem, Anurag Arnab, Stuart Golodetz, Michael Sapienza, Philip H. S. Torr |
| 2018 | Structured Gaussian Processes with Twin Multiple Kernel Learning. | igdem Ak, nder Ergnl, Mehmet Gnen |
| 2018 | Profitable Bandits. | Mastane Achab, Stphan Clmenon, Aurlien Garivier |
| 2018 | Optimization Algorithm Inspired Deep Neural Network Structure Design. | Huan Li, Yibo Yang, Dongmin Chen, Zhouchen Lin |
| 2018 | Construction of Incoherent Dictionaries via Direct Babel Function Minimization. | Huan Li, Zhouchen Lin |
| 2017 | A Word Embeddings Informed Focused Topic Model. | He Zhao, Lan Du, Wray L. Buntine |
| 2017 | ST-GAN: Unsupervised Facial Image Semantic Transformation Using Generative Adversarial Networks. | Jichao Zhang, Fan Zhong, Gongze Cao, Xueying Qin |
| 2017 | Adaptive Sampling Scheme for Learning in Severely Imbalanced Large Scale Data. | Wei Zhang, Said Kobeissi, Scott Tomko, Chris Challis |
| 2017 | Using Deep Neural Networks to Automate Large Scale Statistical Analysis for Big Data Applications. | Rongrong Zhang, Wei Deng, Yu Michael Zhu |
| 2017 | Instance Specific Discriminative Modal Pursuit: A Serialized Approach. | Yang Yang, De-Chuan Zhan, Ying Fan, Yuan Jiang |
| 2017 | A Quantum-Inspired Ensemble Method and Quantum-Inspired Forest Regressors. | Zeke Xie, Issei Sato |
| 2017 | Preface. | |
| 2017 | Computer Assisted Composition with Recurrent Neural Networks. | Christian J. Walder, Dongwoo Kim |
| 2017 | A Covariance Matrix Adaptation Evolution Strategy for Direct Policy Search in Reproducing Kernel Hilbert Space. | Ngo Anh Vien, Viet-Hung Dang, TaeChoong Chung |
| 2017 | Learning RBM with a DC programming Approach. | Vidyadhar Upadhya, P. S. Sastry |