Löwe, Sindy

1. Artificial Kuramoto Oscillatory Neurons
   2024/10/17 by Takeru Miyato, Sindy Löwe, Miyato, Takeru +5 · 2 voices · 9 citations
   #cs.LG #cs.AI #stat.ML
2. CITRIS: Causal Identifiability from Temporal Intervened Sequences
   2022/02/07 by Phillip Lippe, Lippe, Phillip, Sara Magliacane +9 · 10 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Vision and Imaging
3. Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data
   2020/06/18 by Sindy Löwe, Löwe, Sindy, David Madras +5 · 7 citations
   Computer Science · Decision Sciences · #Bayesian Modeling and Causal Inference #Data Quality and Management #Advanced Graph Neural Networks
4. Causal Representation Learning for Instantaneous and Temporal Effects in Interactive Systems
   2022/06/13 by Phillip Lippe, Lippe, Phillip, Sara Magliacane +9 · 5 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Complex-Valued Autoencoders for Object Discovery
   2022/04/05 by Sindy Löwe, Phillip Lippe, Löwe, Sindy +5 · 4 citations
   Computer Science · Neuroscience · Engineering · #Neural Networks and Applications #Neural dynamics and brain function #Advanced Memory and Neural Computing
6. Putting An End to End-to-End: Gradient-Isolated Learning of Representations
   2019/05/28 by Sindy Löwe, Peter O’Connor, Löwe, Sindy +3 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Neural Networks and Applications
7. BISCUIT: Causal Representation Learning from Binary Interactions
   2023/06/16 by Lippe, Phillip, Magliacane, Sara, Löwe, Sindy +3 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME)
8. The Open DAC 2025 Dataset for Sorbent Discovery in Direct Air Capture
   2025/08/05 by Anuroop Sriram, Logan M. Brabson, Sriram, Anuroop +27 · 2 voices · 7 citations
   #cond-mat.mtrl-sci #cs.LG #physics.chem-ph
9. Image segmentation with traveling waves in an exactly solvable recurrent neural network
   2023/11/28 by Luisa Helena Bartocci Liboni, Roberto C. Budzinski, Liboni, Luisa H. B. +11 · 3 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · Neuroscience · #Neural Networks and Applications #Cell Image Analysis Techniques #Neural dynamics and brain function
10. Rotating Features for Object Discovery
    2023/06/01 by Sindy Löwe, Löwe, Sindy, Phillip Lippe +5 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
11. Contrastive Predictive Coding for Anomaly Detection
    2021/07/16 by Puck de Haan, Sindy Löwe, de Haan, Puck +1 · 1 citation
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Network Security and Intrusion Detection
12. Binding Dynamics in Rotating Features
    2024/02/08 by Sindy Löwe, Francesco Locatello, Löwe, Sindy +3 · 1 citation
    Engineering · #Control and Dynamics of Mobile Robots