| Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders P Bergmann, S Löwe, M Fauser, D Sattlegger, C Steger International Conference on Computer Vision Theory and Applications - VISAPP …, 2018 | 389 | 2018 |
| Putting An End to End-to-End: Gradient-Isolated Learning of Representations S Löwe, P O'Connor, B Veeling Advances in Neural Information Processing Systems, 3033-3045, 2019 | 101 | 2019 |
| Amortized causal discovery: Learning to infer causal graphs from time-series data S Löwe, D Madras, R Zemel, M Welling Conference on Causal Learning and Reasoning, 509-525, 2022 | 53 | 2022 |
| CITRIS: Causal Identifiability from Temporal Intervened Sequences P Lippe, S Magliacane, S Löwe, YM Asano, T Cohen, S Gavves International Conference on Machine Learning, 13557-13603, 2022 | 20 | 2022 |
| Learning Object-Centric Video Models by Contrasting Sets S Löwe, K Greff, R Jonschkowski, A Dosovitskiy, T Kipf NeurIPS 2020 Workshop: Object Representations for Learning and Reasoning, 2020 | 12 | 2020 |
| Complex-Valued Autoencoders for Object Discovery S Löwe, P Lippe, M Rudolph, M Welling Transactions on Machine Learning Research (TMLR), 2022 | 8 | 2022 |
| iCITRIS: Causal Representation Learning for Instantaneous Temporal Effects P Lippe, S Magliacane, S Löwe, YM Asano, T Cohen, E Gavves arXiv preprint arXiv:2206.06169, 2022 | 6 | 2022 |
| Contrastive Predictive Coding for Anomaly Detection P de Haan, S Löwe ICML 2021 Workshop on Uncertainty and Robustness in Deep Learning, 2021 | 6 | 2021 |
| Visual backward masking in rats: A behavioral task for studying the neural mechanisms of visual awareness M Watanabe, NK Totah, K Kaiser, S Löwe, NK Logothetis 44th Annual Meeting of the Society for Neuroscience (Neuroscience 2014), 2014 | 3 | 2014 |
| Behavioral and neural effects of visual masking and optogenetic V1 suppression in mice M Watanabe, S Löwe, A Vaiceliunaite, NK Logothetis, S Katzner, L Busse 45th Annual Meeting of the Society for Neuroscience (Neuroscience 2015), 2015 | 2 | 2015 |
| Intervention Design for Causal Representation Learning P Lippe, S Magliacane, S Löwe, YM Asano, T Cohen, E Gavves UAI 2022 Workshop on Causal Representation Learning, 2022 | 1 | 2022 |
| Temporal predictability of visual target onset by audition leads to decrease in evoked neural activity in mouse V1 S Löwe, M Watanabe, NK Logothetis, L Busse, S Katzner 45th Annual Meeting of the Society for Neuroscience (Neuroscience 2015), 2015 | | 2015 |
| Causal Representation Learning for Instantaneous and Temporal Effects in Interactive Systems P Lippe, S Magliacane, S Löwe, YM Asano, T Cohen, E Gavves The Eleventh International Conference on Learning Representations, 0 | | |
Paul BergmannPh.D. Student at Technical University of Munich and MVTec Software GmbHVerified email at mvtec.com
