Sw-vae: Weakly supervised learn disentangled representation via latent factor swapping J Zhu, H Xie, W Abd-Almageed
European Conference on Computer Vision, 73-87, 2022
6 2022 Do-operation guided causal representation learning with reduced supervision strength J Zhu, H Xie, W AbdAlmageed
arXiv preprint arXiv:2206.01802, 2022
5 2022 Information-Theoretic Bounds on The Removal of Attribute-Specific Bias From Neural Networks J Li, M Khayatkhoei, J Zhu, H Xie, ME Hussein, W AbdAlmageed
arXiv preprint arXiv:2310.04955, 2023
4 2023 A critical view of vision-based long-term dynamics prediction under environment misalignment H Xie, J Zhu, M Khayatkhoei, J Li, ME Hussein, W AbdAlmageed
International Conference on Machine Learning, 38258-38271, 2023
4 2023 SABAF: Removing strong attribute bias from neural networks with adversarial filtering J Li, M Khayatkhoei, J Zhu, H Xie, ME Hussein, W AbdAlmageed
arXiv preprint arXiv:2311.07141, 2023
2 2023 Shadow datasets, new challenging datasets for causal representation learning J Zhu, H Xie, J Wu, J Li, M Khayatkhoei, ME Hussein, W AbdAlmageed
arXiv preprint arXiv:2308.05707, 2023
2 2023 An investigation on the position encoding in vision-based dynamics prediction J Zhu, H Xie, J Li, M Khayatkhoei, W AbdAlmageed
arXiv preprint arXiv:2408.15201, 2024
1 2024 DiffusionCounterfactuals: Inferring High-dimensional Counterfactuals with Guidance of Causal Representations J Zhu, H Xie, J Li, W Abd-Almageed
arXiv preprint arXiv:2407.20553, 2024
1 2024 Weakly Supervised Invariant Representation Learning via Disentangling Known and Unknown Nuisance Factors J Zhu, H Xie, W Abd-Almageed
European Conference on Computer Vision, 382-395, 2022
1 2022 A Critical Review of Predominant Bias in Neural Networks J Li, M Khayatkhoei, J Zhu, H Xie, ME Hussein, W AbdAlmageed
arXiv preprint arXiv:2502.11031, 2025
2025 Look, Learn and Leverage (L H Xie, J Zhu, M Khayatkhoei, J Li, W AbdAlmageed
arXiv preprint arXiv:2408.17363, 2024
2024 Multi-Scope Representation Learning for Causal Relations Discovery with New Challenging Datasets J Zhu, H Xie, J Wu, ME Hussein, M Khayatkhoei, J Li, W AbdAlmageed
Mouth 3, 4, 2024
2024 Reconstruction for disentanglement, Contrast for invariance J Zhu, H Xie, W AbdAlmageed
Hanchen XieUniversity of Southern CaliforniaGeverifieerd e-mailadres voor usc.edu