488 citations · 673 across the 15 of their papers we have counts for
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cs.CV2018★ 488 cited
Beyond One-hot Encoding: lower dimensional target embedding
Pau Rodríguez, Miguel A. Bautista, Jordi Gonzàlez +1
Target encoding plays a central role when learning Convolutional Neural Networks. In this realm, One-hot encoding is the most prevalent strategy due to its simplicity. However, thi…
cs.CV2018★ 32 cited
Deep Unsupervised Learning of Visual Similarities
Artsiom Sanakoyeu, Miguel A. Bautista, Björn Ommer
Exemplar learning of visual similarities in an unsupervised manner is a problem of paramount importance to Computer Vision. In this context, however, the recent breakthrough in dee…