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Teaching
Summer Term 2017
Publications
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Conference and Workshop Papers
2021
[] Variational Data Assimilation with a Learned Inverse Observation Operator , In Proceedings of the 38th International Conference on Machine Learning (ICML), 2021. (URL, code)
2020
[] Homogeneous Linear Inequality Constraints for Neural Network Activations , In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2020. (URL, code)
2019
[] Approximating Orthogonal Matrices with Effective Givens Factorization , In Proceedings of the 36th International Conference on Machine Learning (ICML), 2019. (URL, code)
2018
[] Proximal Backpropagation , In International Conference on Learning Representations (ICLR), 2018. (arXiv:1706.04638, code)
2017
[] Associative Domain Adaptation , In IEEE International Conference on Computer Vision (ICCV), 2017. ([code] [PDF from CVF])