Partner-assisted learning for few-shot image classification J Ma*, H Xie*, G Han, SF Chang, A Galstyan, W Abd-Almageed
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
89 2021 Muscle: strengthening semi-supervised learning via concurrent unsupervised learning using mutual information maximization H Xie, ME Hussein, A Galstyan, W Abd-Almageed
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021
12 2021 SW-VAE: Weakly Supervised Learn Disentangled Representation via Latent Factor Swapping J Zhu, H Xie, W Abd-Almageed
European Conference on Computer Vision Workshop, 73-87, 2022
6 2022 Do-Operation Guided Causal Representation Learning with Reduced Supervision Strength J Zhu, H Xie, W AbdAlmageed
NeurIPS 2022 Workshop CML4Impact, 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
NeurIPS 2023 Workshop, 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
European Conference on Computer Vision Workshop, 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 Workshop, 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 
Jiageng ZhuUniversity of Southern CaliforniaAdresă de e-mail confirmată pe usc.edu