| Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders P Bergmann, S Löwe, M Fauser, D Sattlegger, C Steger VISAPP 2019, 2019 | 833 | 2019 |
| Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data S Löwe, D Madras, R Zemel, M Welling CLeaR 2022, 2022 | 178 | 2022 |
| Putting an End to End-to-End: Gradient-Isolated Learning of Representations S Löwe, P O'Connor, B Veeling NeurIPS 2019 (Honorable Mention for the Outstanding New Directions Paper Award), 2019 | 161 | 2019 |
| CITRIS: Causal Identifiability from Temporal Intervened Sequences P Lippe, S Magliacane, S Löwe, YM Asano, T Cohen, S Gavves ICML 2022, 2022 | 109 | 2022 |
| Causal Representation Learning for Instantaneous and Temporal Effects in Interactive Systems P Lippe, S Magliacane, S Löwe, YM Asano, T Cohen, E Gavves ICLR 2023, 2023 | 61* | 2023 |
| Complex-Valued Autoencoders for Object Discovery S Löwe, P Lippe, M Rudolph, M Welling TMLR 2022, 2022 | 38 | 2022 |
| BISCUIT: Causal Representation Learning from Binary Interactions P Lippe, S Magliacane, S Löwe, YM Asano, T Cohen, E Gavves UAI 2023 (Spotlight), 2023 | 29 | 2023 |
| Contrastive Predictive Coding for Anomaly Detection P de Haan, S Löwe ICML 2021 Workshop on Uncertainty and Robustness in Deep Learning, 2021 | 23 | 2021 |
| Learning Object-Centric Video Models by Contrasting Sets S Löwe, K Greff, R Jonschkowski, A Dosovitskiy, T Kipf NeurIPS 2020 Workshop on Object Representations for Learning and Reasoning, 2020 | 19 | 2020 |
| Rotating Features for Object Discovery S Löwe, P Lippe, F Locatello, M Welling NeurIPS 2023 (Oral), 2023 | 17 | 2023 |
| 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 | 11 | 2022 |
| Image segmentation with traveling waves in an exactly solvable recurrent neural network LHB Liboni, RC Budzinski, AN Busch, S Löwe, TA Keller, M Welling, ... PNAS, 2025 | 3 | 2025 |
| Binding Dynamics in Rotating Features S Löwe, F Locatello, M Welling ICLR 2024 Workshop: Bridging the Gap Between Practice and Theory in Deep …, 2024 | 2 | 2024 |
| 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 Neuroscience 2014, 2014 | 2 | 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 Neuroscience 2015, 2015 | 1 | 2015 |
| Artificial Kuramoto Oscillatory Neurons T Miyato, S Löwe, A Geiger, M Welling arXiv preprint arXiv:2410.13821, 2024 | | 2024 |
| 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 Neuroscience 2015, 2015 | | 2015 |
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