Best sources forward: domain generalization through source-specific nets

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Exploiting low-rank structure from latent domains for domain generalization

Original

Z. Xu, W. Li, L. Niu, and D. Xu · 2014

Cited alongside, same era.

Unsupervised domain adaptation by backpropagation

Y. Ganin and V. Lempitsky · 2015

Cited alongside, same era.

Domain generalization for object recognition with multi-task autoencoders

M. Ghifary, W. Bastiaan Kleijn, M. Zhang, and D. Balduzzi · 2015

Cited alongside, same era.

Autodial: Automatic domain alignment layers

F. M. Carlucci, L. Porzi, B. Caputo, E. Ricci, and S. R. Bulò · 2017

Cited alongside, same era.

Domain adaptation in computer vision applications

G. Csurka · 2017

Cited alongside, same era.

Multi-domain transfer component analysis for domain generalization

T. Grubinger, A. Birlutiu, H. Schöner, T. Natschläger, and T. Heskes · 2017

Domain generalization and adaptation using low rank exemplar svms

W. Li, Z. Xu, D. Xu, D. Dai, and L. Van Gool · 2017

Later among the works it cites.

Unified deep supervised domain adaptation and generalization

S. Motiian, M. Piccirilli, D. A. Adjeroh, and G. Doretto · 2017

Later among the works it cites.

Learning to generalize: Meta-learning for domain generalization

D. Li, Y. Yang, Y.-Z. Song, and T. M. Hospedales · 2018

Closest in time.

Robust place categorization with deep domain generalization

M. Mancini, S. R. Bulò, B. Caputo, and E. Ricci · 2018

Closest in time.

Boosting domain adaptation by discovering latent domains

M. Mancini, L. Porzi, S. Rota Bulò, B. Caputo, and E. Ricci · 2018

Closest in time.

Deep cocktail network: Multi-source unsupervised domain adaptation with category shift

R. Xu, Z. Chen, W. Zuo, J. Yan, and L. Lin · 2018