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Hanchen Xie
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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
682021
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
102021
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
42022
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
32023
Do-Operation Guided Causal Representation Learning with Reduced Supervision Strength
J Zhu, H Xie, W AbdAlmageed
NeurIPS 2022 Workshop CML4Impact, 2022
22022
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
12023
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
12022
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
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
2023
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