| 2020 | Explorations in Quantum Neural Networks with Intermediate Measurements. | Lukas Franken, Bogdan Georgiev |
| 2020 | Incorporating Human Priors into Deep Reinforcement Learning for Robotic Control. | Manon Flageat, Kai Arulkumaran, Anil A. Bharath |
| 2020 | Interpretation of Model Agnostic Classifiers via Local Mental Images. | Aluizio Lima Filho, Gabriel P. Guarisa, Leopoldo Lusquino Filho, Luiz F. R. Oliveira, Carlos Alberto Nunes Cosenza, Felipe M. G. Frana, Priscila M. V. Lima |
| 2020 | CNN Encoder to Reduce the Dimensionality of Data Image for Motion Planning. | Janderson Ferreira, Agostinho A. F. Jnior, Yves M. Galvo, Bruno J. T. Fernandes, Pablo V. A. Barros |
| 2020 | Improving Light-weight Convolutional Neural Networks for Face Recognition Targeting Resource Constrained Platforms. | Iulian-Ionut Felea, Radu Dogaru |
| 2020 | Approximating Archetypal Analysis Using Quantum Annealing. | Sebastian Feld, Christoph Roch, Katja Geirhos, Thomas Gabor |
| 2020 | Motion Segmentation using Frequency Domain Transformer Networks. | Hafez Farazi, Sven Behnke |
| 2020 | Theoretically Expressive and Edge-aware Graph Learning. | Federico Errica, Davide Bacciu, Alessio Micheli |
| 2020 | Recurrent Feedback Improves Recognition of Partially Occluded Objects. | Markus Roland Ernst, Jochen Triesch, Thomas Burwick |
| 2020 | Epistemic Risk-Sensitive Reinforcement Learning. | Hannes Eriksson, Christos Dimitrakakis |
| 2020 | Lower bounds on the nonnegative rank using a nested polytopes formulation. | Julien Dewez, Franois Glineur |
| 2020 | Machine learning framework for control in classical and quantum domains. | Archismita Dalal, Eduardo J. Pez, Seyed Shakib Vedaie, Barry C. Sanders |
| 2020 | Time Series Prediction using Disentangled Latent Factors. | Perrine Cribier-Delande, Raphal Puget, Vincent Guigue, Ludovic Denoyer |
| 2020 | Perplexity-free Parametric t-SNE. | Francesco Crecchi, Cyril de Bodt, Michel Verleysen, John A. Lee, Davide Bacciu |
| 2020 | Random Signal Cut for Improving Multimodal CNN Robustness of 2D Road Object Detection. | Robin Condat, Alexandrina Rogozan, Abdelaziz Bensrhair |
| 2020 | Tournament Selection Improves Cartesian Genetic Programming for Atari Games. | Tim Cofala, Lars Elend, Oliver Kramer |
| 2020 | Adversarial domain adaptation without gradient reversal layer. | Aymen Cherif, Hugo Serieys |
| 2020 | Sparse K-means for mixed data via group-sparse clustering. | Marie Chavent, Jrme Lacaille, Alex Mourer, Madalina Olteanu |
| 2020 | Tensor Decompositions in Recursive Neural Networks for Tree-Structured Data. | Daniele Castellana, Davide Bacciu |
| 2020 | Sparse Metric Learning in Prototype-based Classification. | Johannes Brinkrolf, Barbara Hammer |
| 2020 | Frchet Mean Computation in Graph Space through Projected Block Gradient Descent. | Nicolas Boria, Benjamin Ngrevergne, Florian Yger |
| 2020 | On the long-term learning ability of LSTM LMs. | Wim Boes, Robbe Van Rompaey, Lyan Verwimp, Joris Pelemans, Hugo Van hamme, Patrick Wambacq |
| 2020 | Gaussian process regression for the estimation of stable univariate time-series processes. | Georgios Birpoutsoukis, Julien M. Hendrickx |
| 2020 | Explaining t-SNE Embeddings Locally by Adapting LIME. | Adrien Bibal, Viet Minh Vu, Graldin Nanfack, Benot Frnay |
| 2020 | Pyramidal Graph Echo State Networks. | Filippo Maria Bianchi, Claudio Gallicchio, Alessio Micheli |