136 citations · 177 across the 5 of their papers we have counts for
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cs.LG2021
Intrinsic uncertainties and where to find them
Francesco Farina, Lawrence Phillips, Nicola J Richmond
We introduce a framework for uncertainty estimation that both describes and extends many existing methods. We consider typical hyperparameters involved in classical training as ran…
cs.LG2018★ 136 cited
Few-Shot Learning with Metric-Agnostic Conditional Embeddings
Nathan Hilliard, Lawrence Phillips, Scott Howland +3
Learning high quality class representations from few examples is a key problem in metric-learning approaches to few-shot learning. To accomplish this, we introduce a novel architec…