62 citations · 135 across the 5 of their papers we have counts for
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cs.CV2017
Discriminate-and-Rectify Encoders: Learning from Image Transformation Sets
Andrea Tacchetti, Stephen Voinea, Georgios Evangelopoulos
The complexity of a learning task is increased by transformations in the input space that preserve class identity. Visual object recognition for example is affected by changes in v…
cs.CV2013★ 62 cited
Unsupervised Learning of Invariant Representations in Hierarchical Architectures
Fabio Anselmi, Joel Z. Leibo, Lorenzo Rosasco +3
The present phase of Machine Learning is characterized by supervised learning algorithms relying on large sets of labeled examples (). The next phase is likely to foc…