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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Ya-Bo Yin

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2 papers indexed here

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Open access Sep 2026

PCD-Net: prior-context collaborative learning for robust facial expression recognition under noisy labels

Noisy annotations and class imbalance commonly coexist in real-world facial expression recognition (FER), making hard but correctly labeled minority-class samples difficult to distinguish from unreliable training samples. Existing noisy FER approaches mainly improve robustness through sample selection or re-weighting...

Chang-Shuang Wang, Wen-Zhong Yang, Ya-Bo Yin et al. · 0 citations
Open access Sep 2026

Reliability-aware vision-language face anti-spoofing via progressive semantic reorganization

Face Anti-Spoofing (FAS) is a crucial task for securing face recognition systems, yet its cross-domain generalization remains challenging. Recently, vision-language methods built upon pretrained models such as CLIP have shown promising performance in addressing these cross-domain scenarios. Nevertheless, existing appro...

Xiao-Meng Wei, Wen-Zhong Yang, Ya-Bo Yin et al. · 0 citations

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