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Xin Liu*

3 accepted papers

2024

AUFormer: Vision Transformers are Parameter-Efficient Facial Action Unit Detectors

ECCV 2024poster

"Facial Action Units (AU) is a vital concept in the realm of affective computing, and AU detection has always been a hot research topic. Existing methods suffer from overfitting issues due to the utilization of a large number of learnable parameters on scarce AU-annotated datasets or heavy reliance…

2024

DiffFAS: Face Anti-Spoofing via Generative Diffusion Models

ECCV 2024poster

"Face anti-spoofing (FAS) plays a vital role in preventing face recognition (FR) systems from presentation attacks. Nowadays, FAS systems face the challenge of domain shift, impacting the generalization performance of existing FAS methods. In this paper, we rethink about the inherence of domain shif…

2024

MM-SafetyBench: A Benchmark for Safety Evaluation of Multimodal Large Language Models

ECCV 2024poster

"redWarning: This paper contains examples of harmful language and images, and reader discretion is recommended. The security concerns surrounding Large Language Models (LLMs) have been extensively explored, yet the safety of Multimodal Large Language Models (MLLMs) remains understudied. In this pape…