Lightweight, Pre-trained Transformers for Remote Sensing Timeseries G Tseng, R Cartuyvels, I Zvonkov, M Purohit, D Rolnick, H Kerner arXiv preprint arXiv:2304.14065, 2023 | 25 | 2023 |
Discrete and continuous representations and processing in deep learning: Looking forward R Cartuyvels, G Spinks, MF Moens AI Open 2, 143-159, 2021 | 20 | 2021 |
Autoregressive Reasoning over Chains of Facts with Transformers R Cartuyvels, G Spinks, MF Moens Proceedings of the 28th International Conference on Computational …, 2020 | 15 | 2020 |
A machine-learning based model for automated recommendation of individualized treatment of rifampicin-resistant tuberculosis L Verboven, S Callens, J Black, G Maartens, KE Dooley, S Potgieter, ... Research square, 2023 | 3 | 2023 |
Two-phase training mitigates class imbalance for camera trap image classification with CNNs F Malik, S Wouters, R Cartuyvels, E Ghadery, MF Moens NeurIPS 2021 Workshop on Tackling Climate Change with Machine Learning, 2021 | 2 | 2021 |
Implicit Temporal Reasoning for Evidence-Based Fact-Checking L Allein, M Saelens, R Cartuyvels, MF Moens Findings of the Association for Computational Linguistics: EACL 2023, 2023 | 1 | 2023 |
Explicitly Representing Syntax Improves Sentence-to-Layout Prediction of Unexpected Situations W Nuyts, R Cartuyvels, MF Moens Transactions of the Association for Computational Linguistics 12, 264-282, 2024 | | 2024 |
Spatiotemporal self-supervised pre-training on satellite imagery improves food insecurity prediction R Cartuyvels, T Fierens, E Coppieters, MF Moens, D Sileo Environmental Data Science 2, e48, 2023 | | 2023 |
Implicit Reasoning over Temporal Relations in Evidence-Based Fact-Checking M Saelens, MF Moens, R Cartuyvels, L Allein BNAIC/BeNeLearn 2022, Location: Mechelen, Belgium, 2022 | | 2022 |
Optimizing ship detection efficiency in SAR images A Van Meerbeeck, J Van Landeghem, R Cartuyvels, MF Moens NeurIPS 2022 Workshop: Tackling Climate Change with Machine Learning, 2022 | | 2022 |
Learning Grammar in Confined Worlds G Spinks, R Cartuyvels, MF Moens Proceedings of the 11th International Workshop on Spoken Dialog System …, 2020 | | 2020 |