| 2020 | Analysis of Reservoir Structure Contributing to Robustness Against Structural Failure of Liquid State Machine. | Yuta Okumura, Naoki Wakamiya |
| 2020 | Detecting Uncertain BNN Outputs on FPGA Using Monte Carlo Dropout Sampling. | Tomoyuki Myojin, Shintaro Hashimoto, Naoki Ishihama |
| 2020 | Morphological Computation of Skin Focusing on Fingerprint Structure. | Akane Musha, Manabu Daihara, Hiroki Shigemune, Hideyuki Sawada |
| 2020 | DartsReNet: Exploring New RNN Cells in ReNet Architectures. | Brian B. Moser, Federico Raue, Jrn Hees, Andreas Dengel |
| 2020 | From Geometries to Contact Graphs. | Martin Meier, Robert Haschke, Helge J. Ritter |
| 2020 | A Hierarchical Fine-Tuning Approach Based on Joint Embedding of Words and Parent Categories for Hierarchical Multi-label Text Classification. | Yinglong Ma, Jingpeng Zhao, Beihong Jin |
| 2020 | Understanding Failures of Deterministic Actor-Critic with Continuous Action Spaces and Sparse Rewards. | Guillaume Matheron, Nicolas Perrin, Olivier Sigaud |
| 2020 | PBCS: Efficient Exploration and Exploitation Using a Synergy Between Reinforcement Learning and Motion Planning. | Guillaume Matheron, Nicolas Perrin, Olivier Sigaud |
| 2020 | Hierarchical Modeling with Neurodynamical Agglomerative Analysis. | Michael Marino, Georg Schrter, Gunther Heidemann, Joachim Hertzberg |
| 2020 | Quantifying Robustness and Capacity of Reservoir Computers with Consistency Profiles. | Thomas Lymburn, Thomas Jngling, Michael Small |
| 2020 | From Imbalanced Classification to Supervised Outlier Detection Problems: Adversarially Trained Auto Encoders. | Max Lbbering, Rajkumar Ramamurthy, Michael Gebauer, Thiago Bell, Rafet Sifa, Christian Bauckhage |
| 2020 | Multi-Scale Cross-Modal Spatial Attention Fusion for Multi-label Image Recognition. | Junbing Li, Changqing Zhang, Xueman Wang, Ling Du |
| 2020 | More Attentional Local Descriptors for Few-Shot Learning. | Hui Li, Liu Yang, Fei Gao |
| 2020 | An Improved Reinforcement Learning Based Heuristic Dynamic Programming Algorithm for Model-Free Optimal Control. | Jia Li, Zhaolin Yuan, Xiaojuan Ban |
| 2020 | Neural Networks for Detecting Irrelevant Questions During Visual Question Answering. | Mengdi Li, Cornelius Weber, Stefan Wermter |
| 2020 | Character-Based LSTM-CRF with Semantic Features for Chinese Event Element Recognition. | Wei Liu, Yusen Wu, Lei Jiang, Jianfeng Fu, Weimin Li |
| 2020 | DeepED: A Deep Learning Framework for Estimating Evolutionary Distances. | Zhuangzhuang Liu, Mingming Ren, Zhiheng Niu, Gang Wang, Xiaoguang Liu |
| 2020 | Prediction Stability as a Criterion in Active Learning. | Junyu Liu, Xiang Li, Jiqiang Zhou, Jianxiong Shen |
| 2020 | Generating Adversarial Texts for Recurrent Neural Networks. | Chang Liu, Wang Lin, Zhengfeng Yang |
| 2020 | Solar Power Forecasting Based on Pattern Sequence Similarity and Meta-learning. | Yang Lin, Irena Koprinska, Mashud Rana, Alicia Troncoso |
| 2020 | Spike-Train Level Unsupervised Learning Algorithm for Deep Spiking Belief Networks. | Xianghong Lin, Pangao Du |
| 2020 | Prototype-Based Online Learning on Homogeneously Labeled Streaming Data. | Christian Limberg, Jan Philip Gpfert, Heiko Wersing, Helge J. Ritter |
| 2020 | A Lightweight Fully Convolutional Neural Network of High Accuracy Surface Defect Detection. | Yajie Li, Yiqiang Chen, Yang Gu, Jianquan Ouyang, Jiwei Wang, Ni Zeng |
| 2020 | ACE-Net: Adaptive Context Extraction Network for Medical Image Segmentation. | Tuo Leng, Yu Wang, Ying Li, Zhijie Wen |
| 2020 | Monotone Deep Spectrum Kernels. | Ivano Lauriola, Fabio Aiolli |