Jiali Ma — accepted AI-conference papers

2023

Invariant Feature Regularization for Fair Face Recognition

Jiali Ma, Zhongqi Yue, Kagaya Tomoyuki, Suzuki Tomoki, Karlekar Jayashree, Sugiri Pranata +1

ICCV 2023poster

Fair face recognition is all about learning invariant feature that generalizes to unseen faces in any demographic group. Unfortunately, face datasets inevitably capture the imbalanced demographic attributes that are ubiquitous in real-world observations, and the model learns biased feature that gene…

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2022

Automatic Respiratory Sound Classification Via Multi-Branch Temporal Convolutional Network

Ziping Zhao, Zhen Gong, Mingyue Niu, Jiali Ma, Haishuai Wang, Zixing Zhang +1

ICASSP 2022accepted

Automated classification of respiratory sounds has become an active research area in recent years. While recent studies have utilised deep learning methods to aid with respiratory sound classification, the performance is heavily influenced by the datasets available for respiratory sound classificati…

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