Modeling sequential data using higher-order relational features and predictive training

Vincent Michalski, Roland Memisevic, Kishore Konda

Bi-linear feature learning models, like the gated autoencoder, were proposed as a way to model relationships between frames in a video. By minimizing reconstruction error of one fr…