| 2022 | Deep Convolutional Neural Networks with Sequentially Semiseparable Weight Matrices. | Matthias Kissel, Klaus Diepold |
| 2022 | Appearance-Context aware Axial Attention for Fashion Landmark Detection. | Nikhil Kilari, Gaurab Bhattacharya, K. Pavan Kumar Reddy, Jayavardhana Gubbi, Arpan Pal |
| 2022 | Neural Architecture Search for Sentence Classification with BERT. | Philip Kenneweg, Sarah Schrder, Barbara Hammer |
| 2022 | Contrasting Explanation of Concept Drift. | Fabian Hinder, Andr Artelt, Valerie Vaquet, Barbara Hammer |
| 2022 | Deep learning for Parkinson's disease symptom detection and severity evaluation using accelerometer signal. | Tomasz Gutowski |
| 2022 | Classification of preclinical markers in Alzheimer's disease via WiSARD classifier. | Massimo De Gregorio, Alfonso Di Costanzo, Andrea Motta, Debora Paris, Antonio Sorgente |
| 2022 | Price direction prediction in financial markets, using Random Forest and Adaboost. | Mohammadmahdi Ghahramani, Fabio Aiolli |
| 2022 | Tutorial - Continual Learning beyond classification. | Alexander Gepperth, Timothe Lesort |
| 2022 | Graph-Induced Geodesics Approximation for Non-Euclidian K-Means. | Herv Frezza-Buet |
| 2022 | A bayesian variational principle for dynamic self organizing maps. | Anthony Fillion, Thibaut Kulak, Franois Blayo |
| 2022 | Real-time capable Ensemble Estimation for 2D Object Detection. | Lukas Enderich, Simon Heming |
| 2022 | Multioutput Regression Neural Network Training via Gradient Boosting. | Seyedsaman Emami, Gonzalo Martnez-Muoz |
| 2022 | An empirical comparison of generators in replay-based continual learning. | Nadzeya Dzemidovich, Alexander Gepperth |
| 2022 | ROP inception: signal estimation with quadratic random sketching. | Rmi Delogne, Vincent Schellekens, Laurent Jacques |
| 2022 | Deep Semantic Segmentation in Skin Detection. | Daniela Cuza, Andrea Loreggia, Alessandra Lumini, Loris Nanni |
| 2022 | Anomaly detections on the oil system of a turbofan engine by a neural autoencoder. | Jean Coussirou, Thomas Vanaret, Jrme Lacaille |
| 2022 | Sliced-Wasserstein normalizing flows: beyond maximum likelihood training. | Florentin Coeurdoux, Nicolas Dobigeon, Pierre Chainais |
| 2022 | Orthogonality in Additive Echo State Networks. | Andrea Ceni, Claudio Gallicchio |
| 2022 | Federated Adaptation of Reservoirs via Intrinsic Plasticity. | Valerio De Caro, Claudio Gallicchio, Davide Bacciu |
| 2022 | Biased Edge Dropout in NIFTY for Fair Graph Representation Learning. | Federico Caldart, Luca Pasa, Luca Oneto, Alessandro Sperduti, Nicol Navarin |
| 2022 | Federated learning vector quantization for dealing with drift between nodes. | Johannes Brinkrolf, Valerie Vaquet, Fabian Hinder, Patrick Menz, Udo Seiffert, Barbara Hammer |
| 2022 | Lightening CNN architectures by regularization driven weights' pruning. | Giovanni Bonetta, Rossella Cancelliere |
| 2022 | A weakly supervised approach to skin lesion segmentation. | Simone Bonechi |
| 2022 | Feature selection for transfer learning using particle swarm optimization and complexity measures. | Vernica Boln-Canedo, Guillermo Castillo Garca, Laura Morn-Fernndez |
| 2022 | Efficient classification learning of biochemical structured data by means of relevance weighting for sensoric response features. | Katrin Sophie Bohnsack, Marika Kaden, Julius Voigt, Thomas Villmann |