5 citations · 5 across the 1 of their papers we have counts for
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cs.CV2020★ 5 cited
Self-Supervised Ranking for Representation Learning
Ali Varamesh, Ali Diba, Tinne Tuytelaars +1
We present a new framework for self-supervised representation learning by formulating it as a ranking problem in an image retrieval context on a large number of random views (augme…
cs.CV2020
MIX'EM: Unsupervised Image Classification using a Mixture of Embeddings
Ali Varamesh, Tinne Tuytelaars
We present MIX'EM, a novel solution for unsupervised image classification. MIX'EM generates representations that by themselves are sufficient to drive a general-purpose clustering…
cs.CV2019
Mixture Dense Regression for Object Detection and Human Pose Estimation
Ali Varamesh, Tinne Tuytelaars
Mixture models are well-established learning approaches that, in computer vision, have mostly been applied to inverse or ill-defined problems. However, they are general-purpose div…