Before revision:  Our views significantly outperforming baseline augmentations in speech (+9\% absolute ) and wearable sensor  (+17\% absolute)domains. We also show how viewmaker views can be combined with handcrafted views to improve robustness to common image corruptions .
After revision:  Our views significantly outperforming baseline augmentations in speech (+9\% absolute ) and wearable sensor (+17\% points). Viewmakers can also be combined with handcrafted views to improve robustness to common image corruptions .