| Relational inductive biases, deep learning, and graph networks PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ... arXiv preprint arXiv:1806.01261, 2018 | 3108 | 2018 |
| A simple neural network module for relational reasoning A Santoro, D Raposo, DG Barrett, M Malinowski, R Pascanu, P Battaglia, ... Advances in neural information processing systems 30, 2017 | 1716 | 2017 |
| A multi-world approach to question answering about real-world scenes based on uncertain input M Malinowski, M Fritz Advances in neural information processing systems 27, 2014 | 820 | 2014 |
| Ask your neurons: A neural-based approach to answering questions about images M Malinowski, M Rohrbach, M Fritz Proceedings of the IEEE international conference on computer vision, 1-9, 2015 | 737 | 2015 |
| Learning to navigate in cities without a map P Mirowski, M Grimes, M Malinowski, KM Hermann, K Anderson, ... Advances in neural information processing systems 31, 2018 | 296 | 2018 |
| Hyperbolic attention networks C Gulcehre, M Denil, M Malinowski, A Razavi, R Pascanu, KM Hermann, ... arXiv preprint arXiv:1805.09786, 2018 | 240 | 2018 |
| Relational inductive biases, deep learning, and graph networks. arXiv 2018 PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ... arXiv preprint arXiv:1806.01261, 2018 | 159 | 2018 |
| Multi-Cue Zero-Shot Learning with Strong Supervision Z Akata, M Malinowski, M Fritz, B Schiele 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016 | 144 | 2016 |
| Ask your neurons: A deep learning approach to visual question answering M Malinowski, M Rohrbach, M Fritz International Journal of Computer Vision 125, 110-135, 2017 | 122 | 2017 |
| Learning Visual Question Answering by Bootstrapping Hard Attention M Malinowski, C Doersch, A Santoro, P Battaglia The European Conference on Computer Vision (ECCV), 2018 | 110 | 2018 |
| Broaden your views for self-supervised video learning A Recasens, P Luc, JB Alayrac, L Wang, F Strub, C Tallec, M Malinowski, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 108 | 2021 |
| Towards a Visual Turing Challenge M Malinowski, M Fritz NIPS Workshop on Learning Semantics, 2014 | 90 | 2014 |
| Relational inductive biases, deep learning, and graph networks (2018) PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ... arXiv preprint arXiv:1806.01261, 1806 | 68 | 1806 |
| Learning to follow directions in street view M Malinowski, KM Hermann, P Mirowski, A Banki-Horvath, K Anderson, ... Proceedings of the AAAI Conference on Artificial Intelligence 34 (07), 11773 …, 2020 | 59* | 2020 |
| Learnable pooling regions for image classification M Malinowski, M Fritz ICLR Workshop, 2013 | 52 | 2013 |
| The streetlearn environment and dataset P Mirowski, A Banki-Horvath, K Anderson, D Teplyashin, KM Hermann, ... arXiv preprint arXiv:1903.01292, 2019 | 50 | 2019 |
| Visual grounding in video for unsupervised word translation GA Sigurdsson, JB Alayrac, A Nematzadeh, L Smaira, M Malinowski, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 49 | 2020 |
| General-purpose, long-context autoregressive modeling with perceiver ar C Hawthorne, A Jaegle, C Cangea, S Borgeaud, C Nash, M Malinowski, ... International Conference on Machine Learning, 8535-8558, 2022 | 43 | 2022 |
| A pooling approach to modelling spatial relations for image retrieval and annotation M Malinowski, M Fritz arXiv preprint arXiv:1411.5190, 2014 | 36 | 2014 |
| Learning Smooth Pooling Regions for Visual Recognition M Malinowski, M Fritz British Machine Vision Conference 2013, 2013 | 36 | 2013 |
Mario FritzFaculty CISPA Helmholtz Center for Information Security; Professor Saarland UniversityVerified email at cispa.de
