2 code implementations • 22 Nov 2019 • Desmond C. Ong, Zhengxuan Wu, Tan Zhi-Xuan, Marianne Reddan, Isabella Kahhale, Alison Mattek, Jamil Zaki
We begin by assessing the state-of-the-art in time-series emotion recognition, and we review contemporary time-series approaches in affective computing, including discriminative and generative models.
1 code implementation • 8 Jul 2019 • Zhengxuan Wu, Xiyu Zhang, Tan Zhi-Xuan, Jamil Zaki, Desmond C. Ong
Attention mechanisms in deep neural networks have achieved excellent performance on sequence-prediction tasks.
1 code implementation • 15 Mar 2019 • Desmond C. Ong, Harold Soh, Jamil Zaki, Noah D. Goodman
Affective Computing is a rapidly growing field spurred by advancements in artificial intelligence, but often, held back by the inability to translate psychological theories of emotion into tractable computational models.