Multi-Task Learning for Calorie Prediction on a Novel Large-Scale Recipe Dataset Enriched with Nutritional Information

no code implementations • 2 Nov 2020 • Robin Ruede, Verena Heusser, Lukas Frank, Alina Roitberg, Monica Haurilet, Rainer Stiefelhagen

Our experiments demonstrate clear benefits of multi-task learning for calorie estimation, surpassing the single-task calorie regression by 9. 9%.

Multi-Task Learning regression

Yeah, Right, Uh-Huh: A Deep Learning Backchannel Predictor

1 code implementation • 2 Jun 2017 • Robin Ruede, Markus Müller, Sebastian Stüker, Alex Waibel

BCs can be expressed in different ways, depending on the modality of the interaction, for example as gestures or acoustic cues.