ASM: Adaptive Sample Mining for In-The-Wild Facial Expression Recognition

no code implementations • 9 Oct 2023 • Ziyang Zhang, Xiao Sun, Liuwei An, Meng Wang

First, the Adaptive Threshold Learning module generates two thresholds, namely the clean and noisy thresholds, for each category.

Facial Expression Recognition Facial Expression Recognition (FER)

Facial Affect Recognition based on Transformer Encoder and Audiovisual Fusion for the ABAW5 Challenge

no code implementations • 16 Mar 2023 • Ziyang Zhang, Liuwei An, Zishun Cui, Ao Xu, Tengteng Dong, Yueqi Jiang, Jingyi Shi, Xin Liu, Xiao Sun, Meng Wang

In this paper, we present our solutions for the 5th Workshop and Competition on Affective Behavior Analysis in-the-wild (ABAW), which includes four sub-challenges of Valence-Arousal (VA) Estimation, Expression (Expr) Classification, Action Unit (AU) Detection and Emotional Reaction Intensity (ERI) Estimation.

Hybrid Multimodal Feature Extraction, Mining and Fusion for Sentiment Analysis

1 code implementation • 5 Aug 2022 • Jia Li, Ziyang Zhang, Junjie Lang, Yueqi Jiang, Liuwei An, Peng Zou, Yangyang Xu, Sheng Gao, Jie Lin, Chunxiao Fan, Xiao Sun, Meng Wang

In this paper, we present our solutions for the Multimodal Sentiment Analysis Challenge (MuSe) 2022, which includes MuSe-Humor, MuSe-Reaction and MuSe-Stress Sub-challenges.

Data Augmentation Humor Detection +1