10 citations · 13 across the 5 of their papers we have counts for
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cs.LG2019★ 2 cited
Graph Structured Prediction Energy Networks
Colin Graber, Alexander Schwing
For joint inference over multiple variables, a variety of structured prediction techniques have been developed to model correlations among variables and thereby improve predictions…
cs.LG2018★ 10 cited
Deep Structured Prediction with Nonlinear Output Transformations
Colin Graber, Ofer Meshi, Alexander Schwing
Deep structured models are widely used for tasks like semantic segmentation, where explicit correlations between variables provide important prior information which generally helps…