Sindy Löwe

Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders

Paul Bergmann, Sindy Löwe, Michael Fauser et al. · 2019 · 419 citations · Full text

Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders

Paul Bergmann, Sindy Löwe, Michael Fauser et al. · 2019 · 319 citations

Image Analysis, Machine Learning, Data Science +10

Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data

Sindy Löwe, David Madras, Richard S. Zemel et al. · arXiv (Cornell University) · 2020 · 70 citations · Full text

Infer Causal Graphs, Engineering, Machine Learning +21

Putting An End to End-to-End: Gradient-Isolated Learning of Representations

Sindy Löwe, Peter O’Connor, Bastiaan S. Veeling · arXiv (Cornell University) · 2019 · 49 citations · Full text

Convolutional Neural Network, Deep Neural Networks, Engineering +15

Putting An End to End-to-End: Gradient-Isolated Learning of Representations

Sindy Löwe, Peter O’Connor, Bastiaan S. Veeling · UvA-DARE (University of Amsterdam) · 2019 · 48 citations · Full text