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Gi Pyo Nam

2 accepted papers

2025

Navigating Label Ambiguity for Facial Expression Recognition in the Wild

AAAI 2025technical

Facial expression recognition (FER) remains a challenging task due to label ambiguity caused by the subjective nature of facial expressions and noisy samples. Additionally, class imbalance, which is common in real-world datasets, further complicates FER. Although many studies have shown impressive i…

2025

VIGFace: Virtual Identity Generation for Privacy-Free Face Recognition Dataset

ICCV 2025poster

Deep learning-based face recognition continues to face challenges due to its reliance on huge datasets obtained from web crawling, which can be costly to gather and raise significant real-world privacy concerns. To address this issue, we propose VIGFace, a novel framework capable of generating synth…