Learning Latent Causal Dynamics

10 February 2022

Papers citing "Learning Latent Causal Dynamics"

9 / 9 papers shown

Title
Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning Inwoo Hwang Yunhyeok Kwak Suhyung Choi Byoung-Tak Zhang Sanghack Lee 40 1 0 05 Jun 2024
Identifiable Latent Neural Causal Models Yuhang Liu Zhen Zhang Dong Gong Biwei Huang Erdun Gao Anton Van Den Hengel Anton van den Hengel Javen Qinfeng Shi CML OOD 40 6 0 23 Mar 2024
Causal Representation Learning Made Identifiable by Grouping of Observational Variables H. Morioka Aapo Hyvarinen OOD CML BDL 33 9 0 24 Oct 2023
Identifiable Latent Polynomial Causal Models Through the Lens of Change Yuhang Liu Zhen Zhang Dong Gong Biwei Huang Erdun Gao Anton Van Den Hengel Anton van den Hengel Javen Qinfeng Shi 28 13 0 24 Oct 2023
On the Identifiability of Quantized Factors Vitória Barin Pacela Kartik Ahuja Simon Lacoste-Julien Pascal Vincent OOD CML 23 1 0 28 Jun 2023
Identification of Nonlinear Latent Hierarchical Models Lingjing Kong Erdun Gao Feng Xie Eric P. Xing Yuejie Chi Anton van den Hengel CML 32 19 0 13 Jun 2023
Temporally Disentangled Representation Learning Weiran Yao Guangyi Chen Anton van den Hengel CML BDL OOD 32 48 0 24 Oct 2022
Interventional Causal Representation Learning Kartik Ahuja Divyat Mahajan Yixin Wang Yoshua Bengio CML 47 84 0 24 Sep 2022
Causal Representation Learning for Instantaneous and Temporal Effects in Interactive Systems Phillip Lippe Sara Magliacane Sindy Lowe Yuki M. Asano Taco S. Cohen E. Gavves CML 26 28 0 13 Jun 2022