Xie, Hanchen

10 publications

CVPRW 2025 Efficiently Mitigating Video Content Misalignment on Large Vision Model with Time-Series Data Alignment Hanchen Xie, Rose Ma, Jiageng Zhu, Zheda Mai, Wael Abd-Almageed, Zubin Abraham

TMLR 2025 Enhancing Diversity in Text-to-Image Generation Without Compromising Fidelity Jiazhi Li, Mi Zhou, Mahyar Khayatkhoei, Jingyu Shi, Xiang Gao, Jiageng Zhu, Hanchen Xie, Xiyun Song, Zongfang Lin, Heather Yu, Jieyu Zhao

TMLR 2025 Fairness and Disentanglement: A Critical Review of Predominant Bias in Neural Networks Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E. Hussein, Wael AbdAlmageed

ECCVW 2024 An Investigation on the Position Encoding in Vision-Based Dynamics Prediction Jiageng Zhu, Hanchen Xie, Jiazhi Li, Mahyar Khayatkhoei, Wael AbdAlmageed

ICML 2023 A Critical View of Vision-Based Long-Term Dynamics Prediction Under Environment Misalignment Hanchen Xie, Jiageng Zhu, Mahyar Khayatkhoei, Jiazhi Li, Mohamed E. Hussein, Wael Abdalmageed

NeurIPSW 2022 Do-Operation Guided Causal Representation Learning with Reduced Supervision Strength Jiageng Zhu, Hanchen Xie, Wael AbdAlmageed

ECCVW 2022 SW-VAE: Weakly Supervised Learn Disentangled Representation via Latent Factor Swapping Jiageng Zhu, Hanchen Xie, Wael Abd-Almageed

ECCVW 2022 Weakly Supervised Invariant Representation Learning via Disentangling Known and Unknown Nuisance Factors Jiageng Zhu, Hanchen Xie, Wael Abd-Almageed

WACV 2021 MUSCLE: Strengthening Semi-Supervised Learning via Concurrent Unsupervised Learning Using Mutual Information Maximization Hanchen Xie, Mohamed E. Hussein, Aram Galstyan, Wael Abd-Almageed

ICCV 2021 Partner-Assisted Learning for Few-Shot Image Classification Jiawei Ma, Hanchen Xie, Guangxing Han, Shih-Fu Chang, Aram Galstyan, Wael Abd-Almageed