8 citations · 13 across the 2 of their papers we have counts for
Showing cs.CVShow all
3 papers · 1 filter
cs.CV2019
Permutation-invariant Feature Restructuring for Correlation-aware Image Set-based Recognition
Xiaofeng Liu, Zhenhua Guo, Site Li +4
We consider the problem of comparing the similarity of image sets with variable-quantity, quality and un-ordered heterogeneous images. We use feature restructuring to exploit the c…
cs.CV2019★ 8 cited
A Theoretically Sound Upper Bound on the Triplet Loss for Improving the Efficiency of Deep Distance Metric Learning
Thanh-Toan Do, Toan Tran, Ian Reid +3
We propose a method that substantially improves the efficiency of deep distance metric learning based on the optimization of the triplet loss function. One epoch of such training p…
cs.CV2018
Multi-modal Cycle-consistent Generalized Zero-Shot Learning
Rafael Felix, B. G. Vijay Kumar, Ian Reid +1
In generalized zero shot learning (GZSL), the set of classes are split into seen and unseen classes, where training relies on the semantic features of the seen and unseen classes a…