Ekaterina Tikhoncheva

CliqueCNN: Deep Unsupervised Exemplar Learning

Exemplar learning is a powerful paradigm for discovering visual similarities in an unsupervised manner. In this context, however, the recent breakthrough in deep learning could not yet unfold its full potential. With only a single positive sample, a great imbalance between one positive and many nega…