10 citations · 14 across the 2 of their papers we have counts for
3 papers · 1 filter
ForestNet: Classifying Drivers of Deforestation in Indonesia using Deep Learning on Satellite Imagery
Jeremy Irvin, Hao Sheng, Neel Ramachandran +7
Characterizing the processes leading to deforestation is critical to the development and implementation of targeted forest conservation and management policies. In this work, we de…
Data augmentation with Mobius transformations
Sharon Zhou, Jiequan Zhang, Hang Jiang +2
Data augmentation has led to substantial improvements in the performance and generalization of deep models, and remain a highly adaptable method to evolving model architectures and…
Approximating Human Judgment of Generated Image Quality
Y. Alex Kolchinski, Sharon Zhou, Shengjia Zhao +2
Generative models have made immense progress in recent years, particularly in their ability to generate high quality images. However, that quality has been difficult to evaluate ri…