Search Results for author: Leigh Robinson

Found 2 papers, 0 papers with code

Confusing Deep Convolution Networks by Relabelling

no code implementations23 Oct 2015 Leigh Robinson, Benjamin Graham

Deep convolutional neural networks have become the gold standard for image recognition tasks, demonstrating many current state-of-the-art results and even achieving near-human level performance on some tasks.

Efficient batchwise dropout training using submatrices

no code implementations9 Feb 2015 Ben Graham, Jeremy Reizenstein, Leigh Robinson

Dropout networks are generally trained by minibatch gradient descent with a dropout mask turning off some of the units---a different pattern of dropout is applied to every sample in the minibatch.

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