| Hopfield networks is all you need H Ramsauer, B Schäfl, J Lehner, P Seidl, M Widrich, T Adler, L Gruber, ... arXiv preprint arXiv:2008.02217, 2020 | 627 | 2020 |
| Asynchronous federated learning for geospatial applications MR Sprague, A Jalalirad, M Scavuzzo, C Capota, M Neun, L Do, M Kopp Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018 | 181 | 2018 |
| xlstm: Extended long short-term memory M Beck, K Pöppel, M Spanring, A Auer, O Prudnikova, M Kopp, ... Advances in Neural Information Processing Systems 37, 107547-107603, 2025 | 132* | 2025 |
| Cloob: Modern hopfield networks with infoloob outperform clip A Fürst, E Rumetshofer, J Lehner, VT Tran, F Tang, H Ramsauer, D Kreil, ... Advances in neural information processing systems 35, 20450-20468, 2022 | 122 | 2022 |
| Landslide4sense: Reference benchmark data and deep learning models for landslide detection O Ghorbanzadeh, Y Xu, P Ghamisi, M Kopp, D Kreil arXiv preprint arXiv:2206.00515, 2022 | 115 | 2022 |
| Forecasting the future of artificial intelligence with machine learning-based link prediction in an exponentially growing knowledge network M Krenn, L Buffoni, B Coutinho, S Eppel, JG Foster, A Gritsevskiy, H Lee, ... Nature Machine Intelligence 5 (11), 1326-1335, 2023 | 67* | 2023 |
| Asynchronous parameter aggregation for machine learning M Kopp, M Neun, M Sprague, A Jalalirad, M Scavuzzo, C Capota US Patent US20190311298A1, 2022 | 56 | 2022 |
| Cross-domain few-shot learning by representation fusion T Adler, J Brandstetter, M Widrich, A Mayr, D Kreil, M Kopp, G Klambauer, ... arXiv preprint arXiv:2010.06498, 2020 | 47 | 2020 |
| Txt2Img-MHN: Remote sensing image generation from text using modern Hopfield networks Y Xu, W Yu, P Ghamisi, M Kopp, S Hochreiter IEEE Transactions on Image Processing 32, 5737-5750, 2023 | 34 | 2023 |
| The surprising efficiency of framing geo-spatial time series forecasting as a video prediction task–insights from the iarai traffic4cast competition at neurips 2019 DP Kreil, MK Kopp, D Jonietz, M Neun, A Gruca, P Herruzo, H Martin, ... NeurIPS 2019 Competition and Demonstration Track, 232-241, 2020 | 32 | 2020 |
| Media unit retrieval and related processes M Elkaim, M Kopp, K Korjus US Patent 10,769,197, 2020 | 28 | 2020 |
| Traffic4cast at neurips 2020- yet more on the unreasonable effectiveness of gridded geo-spatial processes M Kopp, D Kreil, M Neun, D Jonietz, H Martin, P Herruzo, A Gruca, ... NeurIPS 2020 Competition and Demonstration Track, 325-343, 2021 | 26 | 2021 |
| High-resolution multi-channel weather forecasting–First insights on transfer learning from the Weather4cast Competitions 2021 P Herruzo, A Gruca, L Lliso, X Calbet, P Rípodas, S Hochreiter, M Kopp, ... 2021 IEEE International Conference on Big Data (Big Data), 5750-5757, 2021 | 24 | 2021 |
| Traffic4cast at NeurIPS 2021-Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes C Eichenberger, M Neun, H Martin, P Herruzo, M Spanring, Y Lu, S Choi, ... NeurIPS 2021 Competitions and Demonstrations Track, 97-112, 2022 | 21 | 2022 |
| CDCEO'21-First Workshop on Complex Data Challenges in Earth Observation A Gruca, P Herruzo, P Rípodas, A Kucik, C Briese, MK Kopp, S Hochreiter, ... Proceedings of the 30th ACM International Conference on Information …, 2021 | 19 | 2021 |
| Traffic4cast at neurips 2022–predict dynamics along graph edges from sparse node data: Whole city traffic and eta from stationary vehicle detectors M Neun, C Eichenberger, H Martin, M Spanring, R Siripurapu, D Springer, ... NeurIPS 2022 Competition Track, 251-278, 2023 | 13 | 2023 |
| Weather4cast at neurips 2022: Super-resolution rain movie prediction under spatio-temporal shifts A Gruca, F Serva, L Lliso, P Rípodas, X Calbet, P Herruzo, J Pihrt, ... NeurIPS 2022 Competition Track, 292-313, 2023 | 12 | 2023 |
| Profiling and Improving the PyTorch Dataloader for high-latency Storage: A Technical Report I Svogor, C Eichenberger, M Spanring, M Neun, M Kopp arXiv preprint arXiv:2211.04908, 2022 | 10 | 2022 |
| MyoChallenge 2022: Learning contact-rich manipulation using a musculoskeletal hand V Caggiano, G Durandau, H Wang, A Chiappa, A Mathis, P Tano, N Patel, ... NeurIPS 2022 Competition Track, 233-250, 2023 | 8 | 2023 |
| A remark on a paper of Krotov and Hopfield [arXiv: 2008.06996] F Tang, M Kopp arXiv preprint arXiv:2105.15034, 2021 | 8 | 2021 |
Sepp HochreiterInstitute for Machine Learning, Johannes Kepler University LinzE-mail megerősítve itt: ml.jku.at