179 citations · 362 across the 32 of their papers we have counts for
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cs.CV2023★ 5 cited
Using Positive Matching Contrastive Loss with Facial Action Units to mitigate bias in Facial Expression Recognition
Varsha Suresh, Desmond C. Ong
Machine learning models automatically learn discriminative features from the data, and are therefore susceptible to learn strongly-correlated biases, such as using protected attrib…
cs.CV2021★ 4 cited
Critically examining the Domain Generalizability of Facial Expression Recognition models
Varsha Suresh, Gerard Yeo, Desmond C. Ong
Facial Expression Recognition is a commercially-important application, but one under-appreciated limitation is that such applications require making predictions on out-of-sample di…
cs.CV2019★ 84 cited
Modeling emotion in complex stories: the Stanford Emotional Narratives Dataset
Desmond C. Ong, Zhengxuan Wu, Tan Zhi-Xuan +4
Human emotions unfold over time, and more affective computing research has to prioritize capturing this crucial component of real-world affect. Modeling dynamic emotional stimuli r…