8 citations · 16 across the 7 of their papers we have counts for
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cs.CV2020★ 4 cited
Model Generalization in Deep Learning Applications for Land Cover Mapping
Lucas Hu, Caleb Robinson, Bistra Dilkina
Recent work has shown that deep learning models can be used to classify land-use data from geospatial satellite imagery. We show that when these deep learning models are trained on…
cs.CV2020
Mining self-similarity: Label super-resolution with epitomic representations
Nikolay Malkin, Anthony Ortiz, Caleb Robinson +1
We show that simple patch-based models, such as epitomes, can have superior performance to the current state of the art in semantic segmentation and label super-resolution, which u…