Y. Cai, Z. Zhang, P. Ghamisi, B. Rasti, X. Liu, and Z. Cai (2023) Transformer-based Contrastive Prototypical Clustering for Multimodal Remote Sensing Data. Information Sciences, 119655, 2023-09-06. (more) (download)

F. Paischer, T. Adler, M. Hofmarcher, and S. Hochreiter (2023) Semantic HELM: An Interpretable Memory for Reinforcement Learning. arXiv:2306.09312, 2023-06-15. (more) (download)

S. T. Seydi, M. Hasanlou, J. Chanussot, and P. Ghamisi (2023) BDD-Net+: A Building Damage Detection Framework Based on Modified Coat-Net. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 16, 2023-04-17. (more) (download)

S. Chang & P. Ghamisi (2023) Changes to Captions: An Attentive Network for Remote Sensing Change Captioning. arXiv:2304.01091, 2023-04-03. (more) (download)


F. Paischer, T. Adler, V. Patil, A. Bitto-Nemling, M. Holzleitner, S. Lehner, H. Eghbal-zadeh, and S. Hochreiter (2022) History Compression via Language Models in Reinforcement Learning. Proceedings of the 39th International Conference on Machine Learning, PMLR, 162, 17156-17185, 2022-06-28. (more) (download)


H. Ramsauer, B. Schäfl, J. Lehner, P. Seidl, M. Widrich, L. Gruber, M. Holzleitner, M. Pavlović, G. K. Sandve, V. Greiff, D. Kreil, M. Kopp, G. Klambauer, J. Brandstetter, and S. Hochreiter (2020) Hopfield Networks is All You Need. arXiv:2008.02217, 2020-08-06. (more) (download)

M. Widrich, B. Schäfl, H. Ramsauer, M. Pavlović, L. Gruber, M. Holzleitner, J. Brandstetter, G. K. Sandve, V. Greiff, S. Hochreiter, and G. Klambauer (2020) Modern Hopfield Networks and Attention for Immune Repertoire Classification. arXiv:2007.13505, 2020-07-16. (more) (download)


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