642 citations · 3.9k across the 143 of their papers we have counts for
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stat.ML2014★ 93 cited
A Unified Perspective on Multi-Domain and Multi-Task Learning
Yongxin Yang, Timothy M. Hospedales
In this paper, we provide a new neural-network based perspective on multi-task learning (MTL) and multi-domain learning (MDL). By introducing the concept of a semantic descriptor,…
cs.CV2014★ 24 cited
A Survey on Heterogeneous Face Recognition: Sketch, Infra-red, 3D and Low-resolution
Shuxin Ouyang, Timothy Hospedales, Yi-Zhe Song +1
Heterogeneous face recognition (HFR) refers to matching face imagery across different domains. It has received much interest from the research community as a result of its profound…