Publications
Sindy Löwe, Phillip Lippe, Maja Rudolph, Max Welling. Complex-Valued Autoencoders for Object Discovery. Transactions on Machine Learning Research (TMLR), 2022.
Artem Moskalev, Anna Sepliarskaia, Ivan Sosnovik, Arnold Smeulders. LieGG: Studying Learned Lie Group Generators. Advances in Neural Information Processing Systems (NeurIPS), 2022.
Artem Moskalev, Ivan Sosnovik, Volker Fisher, Arnold Smeulders. Contrasting Quadratic Assignments for Set-Based Representation Learning. European Conference on Computer Vision (ECCV), 2022.
Sindy Löwe, David Madras, Richard Zemel, Max Welling. Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data. Causal Learning and Reasoning (CLeaR), 2022.