| 2021 | The LVQ-based Counter Propagation Network - an Interpretable Information Bottleneck Approach. | Marika Kaden, Ronny Schubert, Mehrdad Mohannazadeh Bakhtiari, Lucas Schwarz, Thomas Villmann |
| 2021 | Enhash: A Fast Streaming Algorithm For Concept Drift Detection. | Aashi Jindal, Prashant Gupta, Debarka Sengupta, Jayadeva |
| 2021 | TSR-DSAW: Table Structure Recognition via Deep Spatial Association of Words. | Arushi Jain, Shubham Paliwal, Monika Sharma, Lovekesh Vig |
| 2021 | A Baseline for Shapley Values in MLPs: from Missingness to Neutrality. | Cosimo Izzo, Aldo Lipani, Ramin Okhrati, Francesca Medda |
| 2021 | Sample efficient localization and stage prediction with autoencoders. | Sebastian Hoch, Sascha Lange, Janis Keuper |
| 2021 | Concept Drift Segmentation via Kolmogorov-Trees. | Fabian Hinder, Barbara Hammer |
| 2021 | Federated Learning - Methods, Applications and beyond. | Moritz Heusinger, Christoph Raab, Fabrice Rossi, Frank-Michael Schleif |
| 2021 | Federated Learning approach for SpectralClustering. | Elena Hernndez-Pereira, Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Beatriz Prez-Snchez |
| 2021 | Application of Graph Convolutions in a Lightweight Model for Skeletal Human Motion Forecasting. | Luca Hermes, Barbara Hammer, Malte Schilling |
| 2021 | CAS-Net: A Novel Coronary Artery Segmentation Neural Network. | Rawaa Hamdi, Asma Kerkeni, Mohamed Hdi Bedoui, Asma Ben Abdallah |
| 2021 | Instance-Based Multi-Label Classification via Multi-Target Distance Regression. | Joonas Hmlinen, Paavo Nieminen, Tommi Krkkinen |
| 2021 | Transfer learning in Bayesian optimization for the calibration of a beam line in proton therapy. | Valentin Hamaide, Franois Glineur |
| 2021 | Lifelong Learning from Event-based Data. | Vadym Gryshchuk, Cornelius Weber, Chu Kiong Loo, Stefan Wermter |
| 2021 | AGLVQ - Making Generalized Vector Quantization Algorithms Aware of Context. | Torben Grber, Sebastian Vetter, Sascha Sarajalew, Michael Unterreiner, Dieter Schramm |
| 2021 | Correlated Weights Neural Layer with external control. | Slawomir Golak |
| 2021 | Multivariate Time Series Multi-Coclustering. Application to Advanced Driving Assistance System Validation. | tienne Goffinet, Mustapha Lebbah, Hanane Azzag, Loc Giraldi, Anthony Coutant |
| 2021 | Reservoir Computing by Discretizing ODEs. | Claudio Gallicchio |
| 2021 | Decay Momentum for Improving Federated Learning. | Miguel Fernandes, Catarina Silva, Joel Arrais, Alberto Cardoso, Bernardete Ribeiro |
| 2021 | Semantic Prediction: Which One Should Come First, Recognition or Prediction? | Hafez Farazi, Jan Nogga, Sven Behnke |
| 2021 | Robust Malware Classification via Deep Graph Networks on Call Graph Topologies. | Federico Errica, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Alessio Micheli |
| 2021 | Supervised learning of convex piecewise linear approximations of optimization problems. | Laurine Duchesne, Quentin Louveaux, Louis Wehenkel |
| 2021 | Gradient representations in ReLU networks as similarity functions. | Blint Darczy, Dniel Rcz |
| 2021 | Continual Learning with Echo State Networks. | Andrea Cossu, Davide Bacciu, Antonio Carta, Claudio Gallicchio, Vincenzo Lomonaco |
| 2021 | Machine learning and data mining for urban mobility intelligence. | Etienne Cme, Latifa Oukhellou, Allou Sam, Lijun Sun |
| 2021 | Transformers for Molecular Graph Generation. | Tim Cofala, Oliver Kramer |