conftrace_

causal representation learning

38 papers

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Also known as

CRL

Co-occurring keywords

causal inference (1630) latent variable (541) causal representation (18) causal graph (140) structural causal model (184) spurious correlation (279) variational autoencoder (1288) disentangled representation (521) out-of-distribution generalization (408) domain generalization (1522)

Papers

Unpaired Multi-Domain Causal Representation Learning NIPS 2023
Nonparametric Identifiability of Causal Representations from Unknown Interventions NIPS 2023
Interventional Causal Representation Learning ICML 2023
Temporally Disentangled Representation Learning under Unknown Nonstationarity NIPS 2023
Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning CLEAR 2023
Generative Causal Representation Learning for Out-of-Distribution Motion Forecasting ICML 2023
Weakly supervised causal representation learning NIPS 2022
CITRIS: Causal Identifiability from Temporal Intervened Sequences ICML 2022
Weakly Supervised Disentangled Generative Causal Representation Learning JMLR 2022
Improving Multi-Task Generalization via Regularizing Spurious Correlation NIPS 2022
Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective CVPR 2022
Learning Causal Representation for Training Cross-Domain Pose Estimator via Generative Interventions ICCV 2021
Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning ICML 2021