Learning Causal Representation for Training Cross-Domain Pose Estimator via Generative Interventions

no code implementations • ICCV 2021 • Xiheng Zhang, Yongkang Wong, Xiaofei Wu, Juwei Lu, Mohan Kankanhalli, Xiangdong Li, Weidong Geng

In this work, we take a step towards training robust models for cross-domain pose estimation task, which brings together ideas from causal representation learning and generative adversarial networks.

3D Pose Estimation counterfactual +3