| 2019 | Capsule Networks for Attention Under Occlusion. | Antonio Jose Rodrguez-Snchez, Tobias Dick |
| 2019 | Using an Autoencoder for Dimensionality Reduction in Quantum Dynamics. | Sebastian Reiter, Thomas Schnappinger, Regina de Vivie-Riedle |
| 2019 | Mid Roll Advertisement Placement Using Multi Modal Emotion Analysis. | Sumanu Rawat, Aman Chopra, Siddhartha Singh, Shobhit Sinha |
| 2019 | Echo State Networks for Named Entity Recognition. | Rajkumar Ramamurthy, Robin Stenzel, Rafet Sifa, Anna Ladi, Christian Bauckhage |
| 2019 | Leveraging Domain Knowledge for Reinforcement Learning Using MMC Architectures. | Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa, Jannis Schcker, Stefan Wrobel |
| 2019 | Learning Camera-Invariant Representation for Person Re-identification. | Shizheng Qin, Kangzheng Gu, Lecheng Wang, Lizhe Qi, Wenqiang Zhang |
| 2019 | Dimensionality Reduction for Clustering and Cluster Tracking of Cytometry Data. | Givanna H. Putri, Mark N. Read, Irena Koprinska, Thomas M. Ashhurst, Nicholas J. C. King |
| 2019 | Benchmarking Incremental Regressors in Traversal Cost Assessment. | Milos Prgr, Jan Faigl |
| 2019 | Reservoir-Size Dependent Learning in Analogue Neural Networks. | Xavier Porte, Louis Andreoli, Maxime Jacquot, Laurent Larger, Daniel Brunner |
| 2019 | Echo State vs. LSTM Networks for Word Sense Disambiguation. | Alexander Popov, Petia D. Koprinkova-Hristova, Kiril Simov, Petya Osenova |
| 2019 | Playing the Large Margin Preference Game. | Mirko Polato, Guglielmo Faggioli, Ivano Lauriola, Fabio Aiolli |
| 2019 | Neural Network 3D Body Pose Tracking and Prediction for Motion-to-Photon Latency Compensation in Distributed Virtual Reality. | Sebastian Pohl, Armin Becher, Thomas Grauschopf, Cristian Axenie |
| 2019 | CPG Driven RBF Network Control with Reinforcement Learning for Gait Optimization of a Dung Beetle-Like Robot. | Matheshwaran Pitchai, Xiaofeng Xiong, Mathias Thor, Peter Billeschou, Peter Lukas Mailnder, Binggwong Leung, Tomas Kulvicius, Poramate Manoonpong |
| 2019 | A Sparse Filtering-Based Approach for Non-blind Deep Image Denoising. | Rafael Goncalves Pires, Daniel Felipe Silva Santos, Gustavo Botelho de Souza, Alexandre L. M. Levada, Joo Paulo Papa |
| 2019 | Advanced Capsule Networks via Context Awareness. | Nguyen Huu Phong, Bernardete Ribeiro |
| 2019 | A Study of Deep Learning for Network Traffic Data Forecasting. | Benedikt Pflb, Christoph Hardegen, Alexander Gepperth, Sebastian Rieger |
| 2019 | Eye Movement-Based Analysis on Methodologies and Efficiency in the Process of Image Noise Evaluation. | Cheng Peng, Qing Xu, Yuejun Guo, Klaus Schoeffmann |
| 2019 | Distortion Estimation Through Explicit Modeling of the Refractive Surface. | Szabolcs Pvel, Csand Sndor, Lehel Csat |
| 2019 | Incorporating Adaptive RNN-Based Action Inference and Sensory Perception. | Sebastian Otte, Jakob Stoll, Martin V. Butz |
| 2019 | Gradient-Based Learning of Compositional Dynamics with Modular RNNs. | Sebastian Otte, Patricia Rubisch, Martin V. Butz |
| 2019 | Axiomatic Kernels on Graphs for Support Vector Machines. | Marcin Orchel, Johan A. K. Suykens |
| 2019 | Reinforcement Learning Informed by Optimal Control. | Magnus nnheim, Pontus Andersson, Emil Gustavsson, Mats Jirstrand |
| 2019 | On the Interpretation of Recurrent Neural Networks as Finite State Machines. | Christian Oliva, Luis Fernando Lago-Fernndez |
| 2019 | Demand-Prediction Architecture for Distribution Businesses Based on Multiple RNNs with Alternative Weight Update. | Yuya Okadome, Wenpeng Wei, Ryo Sakai, Toshiko Aizono |
| 2019 | Robust Gait Authentication Using Autoencoder and Decision Tree. | Mitsuhiro Ogihara, Hideyuki Mizuno |