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Kyungnam Kim

2 accepted papers

2018

Image to Image Translation for Domain Adaptation

CVPR 2018poster

We propose a general framework for unsupervised domain adaptation, which allows deep neural networks trained on a source domain to be tested on a different target domain without requiring any training annotations in the target domain. This is achieved by adding extra networks and losses that help re…

Cited by 919SourcePDFScholar
2017

Zero Shot Learning via Multi-Scale Manifold Regularization

CVPR 2017poster

We address zero-shot learning using a new manifold alignment framework based on a localized multi-scale transform on graphs. Our inference approach includes a smoothness criterion for a function mapping nodes on a graph (visual representation) onto a linear space (semantic representation), which we…

Cited by 50PDFScholar