179 citations · 362 across the 32 of their papers we have counts for
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cs.LG2019★ 1 cited
Attending to Emotional Narratives
Zhengxuan Wu, Xiyu Zhang, Tan Zhi-Xuan +2
Attention mechanisms in deep neural networks have achieved excellent performance on sequence-prediction tasks. Here, we show that these recently-proposed attention-based mechanisms…
cs.LG2019★ 3 cited
Factorized Inference in Deep Markov Models for Incomplete Multimodal Time Series
Tan Zhi-Xuan, Harold Soh, Desmond C. Ong
Integrating deep learning with latent state space models has the potential to yield temporal models that are powerful, yet tractable and interpretable. Unfortunately, current model…