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Learning Object-Centric Video Models by Contrasting Sets

Nov 20, 2020
Sindy Löwe, Klaus Greff, Rico Jonschkowski, Alexey Dosovitskiy, Thomas Kipf

* NeurIPS 2020 Workshop on Object Representations for Learning and Reasoning 

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

Jun 18, 2020
Sindy Löwe, David Madras, Richard Zemel, Max Welling


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Greedy InfoMax for Biologically Plausible Self-Supervised Representation Learning

May 28, 2019
Sindy Löwe, Peter O'Connor, Bastiaan S. Veeling


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Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders

Oct 20, 2018
Paul Bergmann, Sindy Löwe, Michael Fauser, David Sattlegger, Carsten Steger


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