Löwe, Sindy

9 publications

ICLR 2025 Artificial Kuramoto Oscillatory Neurons Takeru Miyato, Sindy Löwe, Andreas Geiger, Max Welling

UAI 2023 BISCUIT: Causal Representation Learning from Binary Interactions Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M Asano, Taco Cohen, Efstratios Gavves

ICLR 2023 Causal Representation Learning for Instantaneous and Temporal Effects in Interactive Systems Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M Asano, Taco Cohen, Efstratios Gavves

NeurIPS 2023 Rotating Features for Object Discovery Sindy Löwe, Phillip Lippe, Francesco Locatello, Max Welling

CLeaR 2022 Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data Sindy Löwe, David Madras, Richard Zemel, Max Welling

ICML 2022 CITRIS: Causal Identifiability from Temporal Intervened Sequences Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M Asano, Taco Cohen, Stratis Gavves

ICLRW 2022 CITRIS: Causal Identifiability from Temporal Intervened Sequences Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M Asano, Taco Cohen, Efstratios Gavves

TMLR 2022 Complex-Valued Autoencoders for Object Discovery Sindy Löwe, Phillip Lippe, Maja Rudolph, Max Welling

NeurIPS 2019 Putting an End to End-to-End: Gradient-Isolated Learning of Representations Sindy Löwe, Peter O'Connor, Bastiaan Veeling