Sindy Löwe
7 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (6)
🐝
Cross-Pollinator
(11)
🚀
Conference Pioneer
Conferences
ICLR (2)
NIPS (2)
CLEAR (1)
ICML (1)
UAI (1)
Top co-authors
Keywords
causal discovery
(3)
representation learning
(2)
temporal sequence
(1)
self-supervised learning
(1)
embodied ai
(1)
time series
(1)
normalizing flow
(1)
variational autoencoder
(1)
hidden confounding
(1)
distributed representation
(1)
causal representation learning
(1)
object-centric representation
(1)
slot attention
(1)
causal graph
(1)
causal identifiability
(1)
gradient isolation
(1)
complex autoencoder
(1)
slot binding
(1)
binding problem
(1)
amortized learning
(1)
Papers
Artificial Kuramoto Oscillatory Neurons
ICLR 2025
Rotating Features for Object Discovery
NIPS 2023
Causal Representation Learning for Instantaneous and Temporal Effects in Interactive Systems
ICLR 2023
BISCUIT: Causal Representation Learning from Binary Interactions
UAI 2023
Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data
CLEAR 2022
CITRIS: Causal Identifiability from Temporal Intervened Sequences
ICML 2022
Putting An End to End-to-End: Gradient-Isolated Learning of Representations
NIPS 2019