| 2018 | Properties of adv-1 - Adversarials of Adversarials. | Nils Worzyk, Oliver Kramer |
| 2018 | Temporal transfer learning for drift adaptation. | Daegun Won, Peter J. Jansen, Jaime G. Carbonell |
| 2018 | transferring style in motion capture sequences with adversarial learning. | Qi Wang, Mickal Chen, Thierry Artires, Ludovic Denoyer |
| 2018 | Hierarchical Recurrent Filtering for Fully Convolutional DenseNets. | Jrg Wagner, Volker Fischer, Michael Herman, Sven Behnke |
| 2018 | Reliable Patient Classification in Case of Uncertain Class Labels Using a Cross-Entropy Approach. | Andrea Villmann, Marika Kaden, Sascha Saralajew, Wieland Hermann, Thomas Villmann |
| 2018 | Vector Field Based Neural Networks. | Daniel Vieira, Fbio Medeiros Rangel, Fabrcio Firmino de Faria, Joo Paixo |
| 2018 | stellar formation rates in galaxies using machine learning models. | Michele Delli Veneri, Stefano Cavuoti, Massimo Brescia, Giuseppe Riccio, Giuseppe Longo |
| 2018 | A neural network cost function for highly class-imbalanced data sets. | David Twomey, Denise Gorse |
| 2018 | Non-Negative Tensor Dictionary Learning. | Abraham Traor, Maxime Berar, Alain Rakotomamonjy |
| 2018 | DEEP: decomposition feature enhancement procedure for graphs. | Dinh Tran-Van, Nicol Navarin, Alessandro Sperduti |
| 2018 | Continuous convolutional object tracking. | Peer Springstbe, Stefan Heinrich, Stefan Wermter |
| 2018 | Image-to-Text Transduction with Spatial Self-Attention. | Sebastian Springenberg, Egor Lakomkin, Cornelius Weber, Stefan Wermter |
| 2018 | Structuring and Solving Multi-Criteria Decision Making Problems using Artificial Neural Networks: a smartphone recommendation case. | Victor Amaral de Sousa, Anthony Simonofski, Monique Snoeck, Ivan Jureta |
| 2018 | A Sub-Layered Hierarchical Pyramidal Neural Architecture for Facial Expression Recognition. | Henrique Siqueira, Pablo V. A. Barros, Sven Magg, Cornelius Weber, Stefan Wermter |
| 2018 | Enhancement of a stochastic Markov-blanket framework with ant colony optimization, to uncover epistasis in genetic association studies. | Christine Sinoquet, Clment Niel |
| 2018 | Combining latent tree modeling with a random forest-based approach, for genetic association studies. | Christine Sinoquet, Kamel Mekhnacha |
| 2018 | Personalizing human activity recognition models using incremental learning. | Pekka Siirtola, Heli Koskimki, Juha Rning |
| 2018 | Effect of context in swipe gesture-based continuous authentication on smartphones. | Pekka Siirtola, Jukka Komulainen, Vili Kellokumpu |
| 2018 | Radar Based Pedestrian Detection using Support Vector Machine and the Micro Doppler Effect. | Joao Victor Bruneti Severino, Alessandro Zimmer, Leandro dos Santos Coelho, Roberto Zanetti Freire |
| 2018 | Analysis of imputation bias for feature selection with missing data. | Borja Seijo-Pardo, Amparo Alonso-Betanzos, Kristin P. Bennett, Vernica Boln-Canedo, Isabelle Guyon, Julie Josse, Mehreen Saeed |
| 2018 | Generative Kernel PCA. | Joachim Schreurs, Johan A. K. Suykens |
| 2018 | Self-learning assembly systems during ramp-up. | Ralf Schnherr, Maximilian Knaller, Markus Philipp |
| 2018 | G-Rap: interactive text synthesis using recurrent neural network suggestions. | Udo Schlegel, Eren Cakmak, Juri Buchmller, Daniel A. Keim |
| 2018 | Understanding wafer patterns in semiconductor production with variational auto-encoders. | Tiago Santos, Roman Kern |
| 2018 | Efficient approximate representations for computationally expensive features. | Ral Santos-Rodrguez, Niall Twomey |