3.1k citations · 8.3k across the 43 of their papers we have counts for
Showing 2015 · cs.CVShow all
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cs.CV2015
Multiregion Bilinear Convolutional Neural Networks for Person Re-Identification
Evgeniya Ustinova, Yaroslav Ganin, Victor Lempitsky
In this work we propose a new architecture for person re-identification. As the task of re-identification is inherently associated with embedding learning and non-rigid appearance…
cs.CV2015★ 236 cited
Aggregating Deep Convolutional Features for Image Retrieval
Artem Babenko, Victor Lempitsky
Several recent works have shown that image descriptors produced by deep convolutional neural networks provide state-of-the-art performance for image classification and retrieval pr…
cs.CV2015★ 18 cited
Fast ConvNets Using Group-wise Brain Damage
Vadim Lebedev, Victor Lempitsky
We revisit the idea of brain damage, i.e. the pruning of the coefficients of a neural network, and suggest how brain damage can be modified and used to speedup convolutional layers…