| 2020 | Cross-Domain Sentiment Classification Using Topic Attention and Dual-Task Adversarial Training. | Kwun Ping Lai, Jackie Chun-Sing Ho, Wai Lam |
| 2020 | Neural Spectrum Alignment: Empirical Study. | Dmitry Kopitkov, Vadim Indelman |
| 2020 | Improved Classification Based on Deep Belief Networks. | Jaehoon Koo, Diego Klabjan |
| 2020 | Neural Network Training with Safe Regularization in the Null Space of Batch Activations. | Matthias Kissel, Martin Gottwald, Klaus Diepold |
| 2020 | Neuro-Genetic Visuomotor Architecture for Robotic Grasping. | Matthias Kerzel, Josua Spisak, Erik Strahl, Stefan Wermter |
| 2020 | Inferring, Predicting, and Denoising Causal Wave Dynamics. | Matthias Karlbauer, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz |
| 2020 | Identifying Critical States by the Action-Based Variance of Expected Return. | Izumi Karino, Yoshiyuki Ohmura, Yasuo Kuniyoshi |
| 2020 | Data Augmentation for Sentiment Analysis in English - The Online Approach. | Michal Jungiewicz, Aleksander Smywinski-Pohl |
| 2020 | Fostering Event Compression Using Gated Surprise. | Dania Humaidan, Sebastian Otte, Martin V. Butz |
| 2020 | Text Generation in Discrete Space. | Ting Hu, Christoph Meinel |
| 2020 | Adaptive Skill Acquisition in Hierarchical Reinforcement Learning. | Juraj Holas, Igor Farkas |
| 2020 | Explaining Concept Drift by Mean of Direction. | Fabian Hinder, Johannes Kummert, Barbara Hammer |
| 2020 | Social Navigation with Human Empowerment Driven Deep Reinforcement Learning. | Tessa van der Heiden, Florian Mirus, Herke van Hoof |
| 2020 | Improving Multi-agent Reinforcement Learning with Imperfect Human Knowledge. | Xiaoxu Han, Hongyao Tang, Yuan Li, Guang Kou, Leilei Liu |
| 2020 | Analysis and Prediction of Deforming 3D Shapes Using Oriented Bounding Boxes and LSTM Autoencoders. | Sara Hahner, Rodrigo Iza-Teran, Jochen Garcke |
| 2020 | Neural Machine Translation Based on Improved Actor-Critic Method. | Ziyue Guo, Hongxu Hou, Nier Wu, Shuo Sun |
| 2020 | Log-Nets: Logarithmic Feature-Product Layers Yield More Compact Networks. | Philipp Grning, Thomas Martinetz, Erhardt Barth |
| 2020 | On the Security Relevance of Initial Weights in Deep Neural Networks. | Kathrin Grosse, Thomas Alexander Trost, Marius Mosbach, Michael Backes, Dietrich Klakow |
| 2020 | Generating Facial Expressions Associated with Text. | Lisa Graziani, Stefano Melacci, Marco Gori |
| 2020 | A Rigorous Link Between Self-Organizing Maps and Gaussian Mixture Models. | Alexander Gepperth, Benedikt Pflb |
| 2020 | Novel Sketch-Based 3D Model Retrieval via Cross-domain Feature Clustering and Matching. | Kai Gao, Jian Zhang, Chen Li, Changbo Wang, Gaoqi He, Hong Qin |
| 2020 | Interpretable Machine Learning Structure for an Early Prediction of Lane Changes. | Oliver Gallitz, Oliver De Candido, Michael Botsch, Ron Melz, Wolfgang Utschick |
| 2020 | Bilinear Fusion of Commonsense Knowledge with Attention-Based NLI Models. | Amit Gajbhiye, Thomas Winterbottom, Noura Al Moubayed, Steven Bradley |
| 2020 | Fractal Residual Network for Face Image Super-Resolution. | Yuchun Fang, Qicai Ran, Yifan Li |
| 2020 | Investigating Efficient Learning and Compositionality in Generative LSTM Networks. | Sarah Fabi, Sebastian Otte, Jonas Gregor Wiese, Martin V. Butz |