Deep Transfer Learning for Art Classification Problems M Sabatelli, M Kestemont, W Daelemans, P Geurts Proceedings of the European Conference on Computer Vision (ECCV). 2018., 2018 | 93 | 2018 |
The deep quality-value family of deep reinforcement learning algorithms M Sabatelli, G Louppe, P Geurts, MA Wiering 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 27* | 2020 |
Correlation of significant places with self-reported state of bipolar disorder patients M Sabatelli, V Osmani, O Mayora, A Gruenerbl, P Lukowicz 2014 4th International Conference on Wireless Mobile Communication and …, 2014 | 26 | 2014 |
Learning to Evaluate Chess Positions with Deep Neural Networks and Limited Lookahead M Sabatelli, F Bidoia, V Codreanu, M Wiering 7th International Conference on Pattern Recognition Applications and Methods …, 2018 | 23 | 2018 |
Offline handwriting recognition using LSTM recurrent neural networks Y Shkarupa, R Mencis, M Sabatelli The 28th Benelux conference on artificial intelligence (BNAIC), 2016 | 19 | 2016 |
On the transferability of winning tickets in non-natural image datasets M Sabatelli, M Kestemont, P Geurts 16th International Conference on Computer Vision Theory and Applications …, 2020 | 15 | 2020 |
Multi-Source Transfer Learning for Deep Model-Based Reinforcement Learning R Sasso, M Sabatelli, M Wiering Transactions on Machine Learning Research (TMLR), 2021 | 13* | 2021 |
Forest fire control with learning from demonstration and reinforcement learning T Hammond, DJ Schaap, M Sabatelli, MA Wiering 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 11 | 2020 |
Safe and psychologically pleasant traffic signal control with reinforcement learning using action masking A Müller, M Sabatelli 2022 IEEE 25th International Conference on Intelligent Transportation …, 2022 | 9 | 2022 |
Learning to play chess with minimal lookahead and deep value neural networks M Sabatelli Faculty of Science and Engineering, 2017 | 9 | 2017 |
Advances in Digital Music Iconography: Benchmarking the detection of musical instruments in unrestricted, non-photorealistic images from the artistic domain M Sabatelli, N Banar, M Cocriamont, E Coudyzer, K Lasaracina, ... Digital Humanities Quarterly 15 (1), 2021 | 8 | 2021 |
A Deep Convolutional Neural Network for Location Recognition and Geometry Based Information F Bidoia, M Sabatelli, S Amirhossein, MA Wiering, L Schomaker 7th International Conference on Pattern Recognition Applications and Methods, 2018 | 7 | 2018 |
How Well Do Vision Transformers (VTs) Transfer To The Non-Natural Image Domain? An Empirical Study Involving Art Classification V Tonkes, M Sabatelli Proceedings of the 17th European Conference on Computer Vision (ECCVW 2022 …, 2022 | 6 | 2022 |
Transfer learning with style transfer between the photorealistic and artistic domain N Banar, M Sabatelli, P Geurts, W Daelemans, M Kestemont IS&T International Symposium on Electronic Imaging. Computer Vision and …, 2021 | 6 | 2021 |
QVMix and QVMix-max: Extending the deep quality-value family of algorithms to cooperative multi-agent reinforcement learning P Leroy, D Ernst, P Geurts, G Louppe, J Pisane, M Sabatelli In AAAI-21 Workshop on Reinforcement Learning in Games, 2020 | 6 | 2020 |
On the transferability of deep-q networks M Sabatelli, P Geurts Deep RL Workshop NeurIPS 2021, 2021 | 5 | 2021 |
Machine learning students overfit to overfitting M Valdenegro-Toro, M Sabatelli The Third Teaching Machine Learning and Artificial Intelligence Workshop, 46-51, 2023 | 3 | 2023 |
Bridging the reality gap of reinforcement learning based traffic signal control using domain randomization and meta learning A Müller, M Sabatelli 2023 IEEE 26th International Conference on Intelligent Transportation …, 2023 | 3 | 2023 |
Learning Perceptive Bipedal Locomotion over Irregular Terrain B van Marum, M Sabatelli, H Kasaei arXiv preprint arXiv:2304.07236, 2023 | 3 | 2023 |
Contributions to Deep Transfer Learning: from Supervised to Reinforcement Learning M Sabatelli ULiège-Université de Liège [Science Informatique], Liège, Belgium, 2022 | 2 | 2022 |