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2020 – today
- 2024
[i10]Jiageng Zhu, Hanchen Xie, Jiazhi Li, Wael Abd-Almageed:
DiffusionCounterfactuals: Inferring High-dimensional Counterfactuals with Guidance of Causal Representations. CoRR abs/2407.20553 (2024)- [i9]Jiageng Zhu, Hanchen Xie, Jiazhi Li, Mahyar Khayatkhoei, Wael AbdAlmageed:
An Investigation on The Position Encoding in Vision-Based Dynamics Prediction. CoRR abs/2408.15201 (2024) - [i8]Hanchen Xie, Jiageng Zhu, Mahyar Khayatkhoei, Jiazhi Li, Wael AbdAlmageed:
Look, Learn and Leverage (L3): Mitigating Visual-Domain Shift and Discovering Intrinsic Relations via Symbolic Alignment. CoRR abs/2408.17363 (2024) - 2023
- [c3]Hanchen Xie, Jiageng Zhu, Mahyar Khayatkhoei, Jiazhi Li
, Mohamed E. Hussein, Wael AbdAlmageed:
A Critical View of Vision-Based Long-Term Dynamics Prediction Under Environment Misalignment. ICML 2023: 38258-38271 - [i7]Hanchen Xie, Jiageng Zhu, Mahyar Khayatkhoei, Jiazhi Li, Mohamed E. Hussein, Wael AbdAlmageed:
A Critical View Of Vision-Based Long-Term Dynamics Prediction Under Environment Misalignment. CoRR abs/2305.07648 (2023) - [i6]Jiageng Zhu, Hanchen Xie, Jianhua Wu, Jiazhi Li, Mahyar Khayatkhoei, Mohamed E. Hussein, Wael AbdAlmageed:
Shadow Datasets, New challenging datasets for Causal Representation Learning. CoRR abs/2308.05707 (2023) - [i5]Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E. Hussein, Wael AbdAlmageed:
Information-Theoretic Bounds on The Removal of Attribute-Specific Bias From Neural Networks. CoRR abs/2310.04955 (2023) - [i4]Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E. Hussein, Wael AbdAlmageed:
SABAF: Removing Strong Attribute Bias from Neural Networks with Adversarial Filtering. CoRR abs/2311.07141 (2023) - 2022
- [c2]Jiageng Zhu, Hanchen Xie, Wael Abd-Almageed:
SW-VAE: Weakly Supervised Learn Disentangled Representation via Latent Factor Swapping. ECCV Workshops (2) 2022: 73-87 - [c1]Jiageng Zhu, Hanchen Xie, Wael Abd-Almageed:
Weakly Supervised Invariant Representation Learning via Disentangling Known and Unknown Nuisance Factors. ECCV Workshops (8) 2022: 382-395 - [i3]Jiageng Zhu, Hanchen Xie, Wael AbdAlmageed:
Do-Operation Guided Causal Representation Learning with Reduced Supervision Strength. CoRR abs/2206.01802 (2022) - [i2]Jiageng Zhu, Hanchen Xie, Wael Abd-Almageed:
Weakly Supervised Invariant Representation Learning Via Disentangling Known and Unknown Nuisance Factors. CoRR abs/2209.06827 (2022) - [i1]Jiageng Zhu, Hanchen Xie, Wael Abd-Almageed:
SW-VAE: Weakly Supervised Learn Disentangled Representation Via Latent Factor Swapping. CoRR abs/2209.10623 (2022)
Coauthor Index
aka: Wael AbdAlmageed
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