Controllable image generation based on causal representation learning

Author:

Huang ShanshanORCID,Wang Yuanhao,Gong Zhili,Liao Jun,Wang Shu,Liu LiORCID

Publisher

Zhejiang University Press

Reference48 articles.

1. Ahuja K, Mahajan D, Wang YX, et al., 2023. Interventional causal representation learning. Proc 43th Int Conf on Machine Learning, p.372–407.

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3. Brehmer J, de Haan P, Lippe P, et al., 2022. Weakly supervised causal representation learning. Proc 36th Advances in Neural Information Processing Systems, p.38319–38331.

4. Gao YH, Shen L, Xia ST, 2021. DAG-GAN: causal structure learning with generative adversarial nets. Proc IEEE Int Conf on Acoustics, Speech and Signal Processing, p.3320–3324. https://doi.org/10.1109/ICASSP39728.2021.9414770

5. He KM, Zhang XY, Ren SQ, et al., 2016. Deep residual learning for image recognition. Proc IEEE Conf on Computer Vision and Pattern Recognition, p.770–778. https://doi.org/10.1109/CVPR.2016.90

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