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Avoiding Shortcut-Learning by Mutual Information Minimization in Deep Learning-Based Image Processing

L. Fay, E. Cobos, B. Yang, S. Gatidis, and T. Küstner. IEEE access, (2023)
DOI: 10.1109/ACCESS.2023.3289397

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Learning from brains how to regularize machines.Z. Li, W. Brendel, E. Walker, E. Cobos, T. Muhammad, J. Reimer, M. Bethge, F. Sinz, Z. Pitkow, and A. Tolias. NeurIPS, page 9525-9535. (2019)Avoiding Shortcut-Learning by Mutual Information Minimization in Deep Learning-Based Image ProcessingL. Fay, E. Cobos, B. Yang, S. Gatidis, and T. Küstner. IEEE access, (2023)A rotation-equivariant convolutional neural network model of primary visual cortex.A. Ecker, F. Sinz, E. Froudarakis, P. Fahey, S. Cadena, E. Walker, E. Cobos, J. Reimer, A. Tolias, and M. Bethge. CoRR, (2018)A rotation-equivariant convolutional neural network model of primary visual cortex.A. Ecker, F. Sinz, E. Froudarakis, P. Fahey, S. Cadena, E. Walker, E. Cobos, J. Reimer, A. Tolias, and M. Bethge. ICLR (Poster), OpenReview.net, (2019)Stimulus domain transfer in recurrent models for large scale cortical population prediction on video.F. Sinz, A. Ecker, P. Fahey, E. Walker, E. Cobos, E. Froudarakis, D. Yatsenko, Z. Pitkow, J. Reimer, and A. Tolias. NeurIPS, page 7199-7210. (2018)Learning From Brains How to Regularize Machines.Z. Li, W. Brendel, E. Walker, E. Cobos, T. Muhammad, J. Reimer, M. Bethge, F. Sinz, X. Pitkow, and A. Tolias. CoRR, (2019)

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Avoiding Shortcut-Learning by Mutual Information Minimization in Deep Learning-Based Image Processing

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copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Avoiding Shortcut-Learning by Mutual Information Minimization in Deep Learning-Based Image Processing

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Avoiding Shortcut-Learning by Mutual Information Minimization in Deep Learning-Based Image Processing