| 2019 | Hyperbolic Ordinal Embedding. | Atsushi Suzuki, Jing Wang, Feng Tian, Atsushi Nitanda, Kenji Yamanishi |
| 2019 | Self-Supervised Deep Multi-View Subspace Clustering. | Xiukun Sun, Miaomiao Cheng, Chen Min, Liping Jing |
| 2019 | Functional Isolation Forest. | Guillaume Staerman, Pavlo Mozharovskyi, Stphan Clmenon, Florence d'Alch-Buc |
| 2019 | Effective Sentence Scoring Method Using BERT for Speech Recognition. | Joonbo Shin, Yoonhyung Lee, Kyomin Jung |
| 2019 | Self-Paced Multi-Label Learning with Diversity. | Seyed Amjad Seyedi, S. Siamak Ghodsi, Fardin Akhlaghian Tab, Mahdi Jalili, Parham Moradi |
| 2019 | Gradient-based Training of Slow Feature Analysis by Differentiable Approximate Whitening. | Merlin Schler, Hlynur Dav Hlynsson, Laurenz Wiskott |
| 2019 | Learning to Sample Hard Instances for Graph Algorithms. | Ryoma Sato, Makoto Yamada, Hisashi Kashima |
| 2019 | Optimal PAC-Bayesian Posteriors for Stochastic Classifiers and their use for Choice of SVM Regularization Parameter. | Puja Sahu, Nandyala Hemachandra |
| 2019 | Prediction of Crowd Flow in City Complex with Missing Data. | Shiyang Qiu, Peng Xu, Wei Zheng, Junjie Wang, Guo Yu, Mingyao Hou, Hengchang Liu |
| 2019 | Investigating the effect of novel classes in semi-supervised learning. | Alex Yuxuan Peng, Yun Sing Koh, Patricia Riddle, Bernhard Pfahringer |
| 2019 | Regularizing Neural Networks via Stochastic Branch Layers. | Wonpyo Park, Paul Hongsuck Seo, Bohyung Han, Minsu Cho |
| 2019 | Capsule Networks Need an Improved Routing Algorithm. | Inyoung Paik, Taeyeong Kwak, Injung Kim |
| 2019 | Real-time tree search with pessimistic scenarios: Winning the NeurIPS 2018 Pommerman Competition. | Takayuki Osogami, Toshihiro Takahashi |
| 2019 | Random Projection in Neural Episodic Control. | Daichi Nishio, Satoshi Yamane |
| 2019 | Learning to Augment with Feature Side-information. | Amina Mollaysa, Alexandros Kalousis, Eric Bruno, Maurits Diephuis |
| 2019 | Learning to Aggregate: Tackling the Aggregation/Disaggregation Problem for OWA. | Vitalik Melnikov, Eyke Hllermeier |
| 2019 | Surface Reconstruction based on Self-Merging Octree with Deep Learning. | Jian Lv, Xie Han, Jiajie Zheng, Fengguang Xiong, Min Pang |
| 2019 | Unpaired Data based Cross-domain Synthesis and Segmentation Using Attention Neural Network. | Xiaoming Liu, Xiangkai Wei, Aihui Yu, Zhifang Pan |
| 2019 | SDC-causing Error Detection Based on Lightweight Vulnerability Prediction. | Cheng Liu, Jingjing Gu, Zujia Yan, Fuzhen Zhuang, Yunyun Wang |
| 2019 | Unified Policy Optimization for Robust Reinforcement Learning. | Zichuan Lin, Li Zhao, Jiang Bian, Tao Qin, Guangwen Yang |
| 2019 | Multi-modal Representation Learning for Successive POI Recommendation. | Lishan Li, Ying Liu, Jianping Wu, Lin He, Gang Ren |
| 2019 | Separate Loss for Basic and Compound Facial Expression Recognition in the Wild. | Yingjian Li, Yao Lu, Jinxing Li, Guangming Lu |
| 2019 | A New Multi-choice Reading Comprehension Dataset for Curriculum Learning. | Yichan Liang, Jianheng Li, Jian Yin |
| 2019 | Fusing Recalibrated Features and Depthwise Separable Convolution for the Mangrove Bird Sound Classification. | Chongqin Lei, Weiguo Gong, Zixu Wang |
| 2019 | Minimax Online Prediction of Varying Bernoulli Process under Variational Approximation. | Kenta Konagayoshi, Kazuho Watanabe |