Hanchen Xie

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Weakly Supervised

Top Venues

ECCV Workshops (8)

Publications

Jiageng Zhu, Hanchen Xie, Jiazhi Li, Wael Abd-Almageed
DiffusionCounterfactuals: Inferring High-dimensional Counterfactuals with Guidance of Causal Representations. CoRR (2024)
Hanchen Xie, Jiageng Zhu, Mahyar Khayatkhoei, Jiazhi Li, Mohamed E. Hussein, Wael AbdAlmgaeed
A Critical View Of Vision-Based Long-Term Dynamics Prediction Under Environment Misalignment. CoRR (2023)
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)
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 (2023)
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 (2023)
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 (2023)
Jiageng Zhu, Hanchen Xie, Wael AbdAlmageed
Do-Operation Guided Causal Representation Learning with Reduced Supervision Strength. CoRR (2022)
Jiageng Zhu, Hanchen Xie, Wael Abd-Almageed
Weakly Supervised Invariant Representation Learning via Disentangling Known and Unknown Nuisance Factors. ECCV Workshops (8) (2022)
Jiageng Zhu, Hanchen Xie, Wael Abd-Almageed
Weakly Supervised Invariant Representation Learning Via Disentangling Known and Unknown Nuisance Factors. CoRR (2022)
Jiageng Zhu, Hanchen Xie, Wael Abd-Almageed
SW-VAE: Weakly Supervised Learn Disentangled Representation Via Latent Factor Swapping. CoRR (2022)
Jiageng Zhu, Hanchen Xie, Wael Abd-Almageed
SW-VAE: Weakly Supervised Learn Disentangled Representation via Latent Factor Swapping. ECCV Workshops (2) (2022)
Jiawei Ma, Hanchen Xie, Guangxing Han, Shih-Fu Chang, Aram Galstyan, Wael Abd-Almageed
Partner-Assisted Learning for Few-Shot Image Classification. CoRR (2021)
Jiawei Ma, Hanchen Xie, Guangxing Han, Shih-Fu Chang, Aram Galstyan, Wael Abd-Almageed
Partner-Assisted Learning for Few-Shot Image Classification. ICCV (2021)
Hanchen Xie, Mohamed E. Hussein, Aram Galstyan, Wael Abd-Almageed
MUSCLE: Strengthening Semi-Supervised Learning Via Concurrent Unsupervised Learning Using Mutual Information Maximization. WACV (2021)
Hanchen Xie, Mohamed E. Hussein, Aram Galstyan, Wael Abd-Almageed
MUSCLE: Strengthening Semi-Supervised Learning Via Concurrent Unsupervised Learning Using Mutual Information Maximization. CoRR (2020)