Sindy Löwe

Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders

Carsten Steger, Paul Bergmann, Sindy Löwe, 2018, VISIGRAPP.

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

Max Welling, Richard S. Zemel, Sindy Löwe, 2020, ArXiv.

Greedy InfoMax for Biologically Plausible Self-Supervised Representation Learning pdf

Sindy Löwe, Bastiaan S. Veeling, Peter O'Connor, 2019, NeurIPS 2019.

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

Sindy Löwe, Bastiaan S. Veeling, Peter O'Connor, 2019, NeurIPS.

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

Max Welling, Richard S. Zemel, Sindy Löwe, 2020, ArXiv.