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 WellingAmortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data.  Causal Learning and Reasoning (CLeaR), 2022.

Publications from Delta Lab 1