Sindy Löwe

7 papers · 2019–2025 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

ICLR (2) NeurIPS (2) CLeaR (1) ICML (1) UAI (1)

Top co-authors

Phillip Lippe (4) Sara Magliacane (3) Max Welling (3) Taco Cohen (3) Yuki M Asano (3) Efstratios Gavves (2) Takeru Miyato (1) Richard Zemel (1) Bastiaan Veeling (1) Stratis Gavves (1)

Research topics

Artificial Intelligence (5) Core AI (5) Machine Learning (4) Core Methods (3) Deep Learning (2) Architectures (2) Learning Paradigms (2) Learning Types (2) Application Areas (1) Models (1) Optimization & Theory (1)

Keywords

causal discovery (4) representation learning (2) causal representation learning (2) uncertainty quantification (1) temporal sequence (1) self-supervised learning (1) embodied ai (1) interactive systems (1) time series (1) normalizing flow (1) variational autoencoder (1) hidden confounding (1) distributed representation (1) object-centric representation (1) slot attention (1) causal graph (1) temporal effect (1) causal identifiability (1) unsupervised object discovery (1) gradient isolation (1)

Papers

Artificial Kuramoto Oscillatory Neurons ICLR 2025 BISCUIT: Causal Representation Learning from Binary Interactions UAI 2023 Causal Representation Learning for Instantaneous and Temporal Effects in Interactive Systems ICLR 2023 Rotating Features for Object Discovery NeurIPS 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 NeurIPS 2019