| 2019 | An Ensemble Model for Winning a Chinese Machine Reading Comprehension Competition. | Jun He, Yongjing Cheng, Min Wang, Jingyu Xie, Wei Xie, Rui Su, Shandong Yuan, Yao Cui |
| 2019 | HLR: Generating Adversarial Examples by High-Level Representations. | Yuying Hao, Tuanhui Li, Li Li, Yong Jiang, Xuanye Cheng |
| 2019 | Improved Forward-Backward Propagation to Generate Adversarial Examples. | Yuying Hao, Tuanhui Li, Yang Bai, Li Li, Yong Jiang, Xuanye Cheng |
| 2019 | Boosting Reinforcement Learning with Unsupervised Feature Extraction. | Simon Hakenes, Tobias Glasmachers |
| 2019 | Disentangling Latent Factors of Variational Auto-encoder with Whitening. | Sangchul Hahn, Heeyoul Choi |
| 2019 | CNN-Based Semantic Change Detection in Satellite Imagery. | Ananya Gupta, Elisabeth Welburn, Simon Watson, Hujun Yin |
| 2019 | Random Drop Loss for Tiny Object Segmentation: Application to Lesion Segmentation in Fundus Images. | Song Guo, Tao Li, Chan Zhang, Ning Li, Hong Kang, Kai Wang |
| 2019 | A Lightweight Neural Network for Hard Exudate Segmentation of Fundus Image. | Song Guo, Tao Li, Kai Wang, Chan Zhang, Hong Kang |
| 2019 | An Efficient 3D-NAS Method for Video-Based Gesture Recognition. | Ziheng Guo, Yang Chen, Wei Huang, Junhao Zhang |
| 2019 | Sparse Recurrent Mixture Density Networks for Forecasting High Variability Time Series with Confidence Estimates. | Narendhar Gugulothu, Easwar Subramanian, Sanjay P. Bhat |
| 2019 | Jointly Learning to Detect Emotions and Predict Facebook Reactions. | Lisa Graziani, Stefano Melacci, Marco Gori |
| 2019 | Chaotic Complex-Valued Associative Memory with Adaptive Scaling Factor Independent of Multi-values. | Hiroaki Goto, Yuko Osana |
| 2019 | Recovering Localized Adversarial Attacks. | Jan Philip Gpfert, Heiko Wersing, Barbara Hammer |
| 2019 | On Practical Approach to Uniform Quantization of Non-redundant Neural Networks. | Alexander Goncharenko, Andrey Denisov, Sergey Alyamkin, Evgeny Terentev |
| 2019 | Conditions for Unnecessary Logical Constraints in Kernel Machines. | Francesco Giannini, Marco Maggini |
| 2019 | Analysis and Modelling of False Positives in GPCR Assays. | Dipan Ghosh, Igor V. Tetko, Bert Klebl, Peter Nussbaumer, Uwe Koch |
| 2019 | Exploring Local Transformation Shared Weights in Convolutional Neural Networks. | Rohan Ghosh, Anupam K. Gupta |
| 2019 | EchoQuan-Net: Direct Quantification of Echo Sequence for Left Ventricle Multidimensional Indices via Global-Local Learning, Geometric Adjustment and Multi-target Relation Learning. | Rongjun Ge, Guanyu Yang, Chenchu Xu, Jiulou Zhang, Yang Chen, Limin Luo, Cheng Feng, Heye Zhang, Shuo Li |
| 2019 | Simplified Computation and Interpretation of Fisher Matrices in Incremental Learning with Deep Neural Networks. | Alexander Gepperth, Florian Wiech |
| 2019 | A Neural Network for Semi-supervised Learning on Manifolds. | Alexander Genkin, Anirvan M. Sengupta, Dmitri B. Chklovskii |
| 2019 | Dense Receptive Field Network: A Backbone Network for Object Detection. | Fei Gao, Chengguang Yang, Yisu Ge, Shufang Lu, Qike Shao |
| 2019 | An Attention-Based ID-CNNs-CRF Model for Named Entity Recognition on Clinical Electronic Medical Records. | Ming Gao, Qifeng Xiao, Shaochun Wu, Kun Deng |
| 2019 | Symmetrical Adversarial Training Network: A Novel Model for Text Generation. | Yongzhen Gao, Chongjun Wang |
| 2019 | Referring Expression Comprehension via Co-attention and Visual Context. | Youming Gao, Yi Ji, Ting Xu, Yunlong Xu, Chunping Liu |
| 2019 | Discriminative Feature Learning Using Two-Stage Training Strategy for Facial Expression Recognition. | Lei Gan, Yuexian Zou, Can Zhang |