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Hanchen Xie
Hanchen Xie
University of Southern California
usc.edu üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
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
882021
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
122021
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
62022
Do-Operation Guided Causal Representation Learning with Reduced Supervision Strength
J Zhu, H Xie, W AbdAlmageed
NeurIPS 2022 Workshop CML4Impact, 2022
52022
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
42023
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
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
22023
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
12024
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
12024
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
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
Look, Learn and Leverage (L): Mitigating Visual-Domain Shift and Discovering Intrinsic Relations via Symbolic Alignment
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
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