| | Issue Date | Title | Author(s) |
| 1 | 2-Nov-2022 | A Deep Learning Approach for Dynamic Balance Sheet Stress Testing | Petropoulos, Anastasios ; Siakoulis, Vasilis ; Panousis, Konstantinos P. ; Papadoulas, Loukas ; Chatzis, Sotirios P. |
| 2 | 30-Jun-2022 | Competing Mutual Information Constraints with Stochastic Competition-Based Activations for Learning Diversified Representations | Panousis, Konstantinos P. ; Antoniadis, Anastasios ; Chatzis, Sotirios P. |
| 3 | 10-Oct-2021 | Stochastic Transformer Networks With Linear Competing Units: Application To End-to-End SL Translation | Voskou, Andreas ; Panousis, Konstantinos P. ; Kosmopoulos, Dimitrios I. ; Metaxas, Dimitris ; Chatzis, Sotirios P. |
| 4 | Sep-2021 | Dialog Speech Sentiment Classification for Imbalanced Datasets | Nicolaou, Sergis ; Mavrides, Lambros ; Tryfou, Georgina ; Tolias, Kyriakos ; Panousis, Konstantinos P. ; Chatzis, Sotirios P. ; Theodoridis, Sergios |
| 5 | 4-Jan-2021 | Local Competition and Stochasticity for Adversarial Robustness in Deep Learning | Panousis, Konstantinos P. ; Chatzis, Sotirios P. ; Alexos, Antonios ; Theodoridis, Sergios |
| 6 | Jan-2021 | Variational Conditional Dependence Hidden Markov Models for Skeleton-Based Action Recognition | Panousis, Konstantinos P. ; Chatzis, Sotirios P. ; Theodoridis, Sergios |
| 7 | Jun-2019 | Nonparametric Bayesian deep networks with local competition | Panousis, Konstantinos P. ; Chatzis, Sotirios P. ; Theodoridis, Sergios |