Before revision:  However, designing these views requires considerable human expertise and experimentation , hindering widespread adoption of unsupervised representation learning methods across domains and modalities.
After revision:  However, designing these views requires considerable trial and error by human experts , hindering widespread adoption of unsupervised representation learning methods across domains and modalities.