| 2020 | Seq-to-NSeq model for multi-summary generation. | Guillaume Le Berre, Christophe Cerisara |
| 2020 | Similarities between policy gradient methods in reinforcement and supervised learning. | Eric Benhamou, David Saltiel |
| 2020 | Automatic Pain Intensity Recognition: Training Set Selection based on Outliers and Centroids. | Peter Bellmann, Patrick Thiam, Friedhelm Schwenker |
| 2020 | Estimating Individual Treatment Effects through Causal Populations Identification. | Cline Beji, Eric Benhamou, Michal Bon, Florian Yger, Jamal Atif |
| 2020 | Mining Temporal Changes in Strengths and Weaknesses of Cricket Players Using Tensor Decomposition. | Swarup Ranjan Behera, Vijaya Saradhi Vedula |
| 2020 | An quantum algorithm for feedforward neural networks tested on existing quantum hardware. | Daniele Bajoni, Dario Gerace, Chiara Macchiavello, Francesco Tacchino, Panagiotis Kl. Barkoutsos, Ivano Tavernelli |
| 2020 | Fast Deep Neural Networks Convergence using a Weightless Neural Model. | Alan T. L. Bacellar, Brunno F. Goldstein, Victor da Cruz Ferreira, Leandro Santiago, Priscila M. V. Lima, Felipe M. G. Frana |
| 2020 | Tensor Decompositions in Deep Learning. | Davide Bacciu, Danilo P. Mandic |
| 2020 | Binary and Multi-label Defect Classification of Printed Circuit Board based on Transfer Learning. | George O. de A. Azevedo, Leandro H. de S. Silva, Agostinho A. F. Jnior, Bruno J. T. Fernandes, Sergio C. Oliveira |
| 2020 | Efficient computation of counterfactual explanations of LVQ models. | Andr Artelt, Barbara Hammer |
| 2020 | On Learning a Control System without Continuous Feedback. | Georgi Angelov, Bogdan Georgiev |
| 2020 | On Feature Selection Using Anisotropic General Regression Neural Network. | Federico Amato, Fabian Guignard, Philippe Jacquet, Mikhail F. Kanevski |
| 2020 | Towards Adversarial Attack Resistant Deep Neural Networks. | Tiago A. O. Alves, Sandip Kundu |
| 2020 | Visualization of the Feature Space of Neural Networks. | Carlos M. Alaz, ngela Fernndez, Jos R. Dorronsoro |
| 2020 | Respiratory Pattern Recognition from Low-Resolution Thermal Imaging. | Salla Aario, Ajinkya Gorad, Miika Arvonen, Simo Srkk |
| 2019 | Privacy Preserving Synthetic Health Data. | Andrew Yale, Saloni Dash, Ritik Dutta, Isabelle Guyon, Adrien Pavao, Kristin P. Bennett |
| 2019 | Dimensionality reduction in a hydraulic valve positioning application. | Travis Wiens |
| 2019 | User-steering interpretable visualization with probabilistic principal components analysis. | Viet Minh Vu, Benot Frnay |
| 2019 | Real-time Convolutional Neural Networks for emotion and gender classification. | Matias Valdenegro-Toro, Octavio Arriaga, Paul Plger |
| 2019 | Learning super-resolution 3D segmentation of plant root MRI images from few examples. | Ali Oguz Uzman, Jannis Horn, Sven Behnke |
| 2019 | Fusing Features based on Signal Properties and TimeNet for Time Series Classification. | Arijit Ukil, Pankaj Malhotra, Soma Bandyopadhyay, Tulika Bose, Ishan Sahu, Ayan Mukherjee, Lovekesh Vig, Arpan Pal, Gautam Shroff |
| 2019 | Direct calculation of out-of-sample predictions in multi-class kernel FDA. | Matthias Treder |
| 2019 | Knowledge Discovery in Quarterly Financial Data of Stocks Based on the Prime Standard using a Hybrid of a Swarm with SOM. | Michael C. Thrun |
| 2019 | Blind-spot network for image anomaly detection: A new approach to diabetic retinopathy screening. | Shaon Sutradhar, Jos Rouco, Marcos Ortega |
| 2019 | On-line learning dynamics of ReLU neural networks using statistical physics techniques. | Michiel Straat, Michael Biehl |