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(MTAE) Domain generalization for object recognition with multi-task autoencoders (143)
Ghifary, Muhammad, W. Bastiaan Kleijn, Mengjie Zhang, and David Balduzzi. Proceedings of the IEEE International Conference on Computer Vision (ICCV) 2015
code: Keras Pytorch -
(MMD-AAE) Domain generalization with adversarial feature learning (50) 2019-04-30
Li, Haoliang, Sinno Jialin Pan, Shiqi Wang, and Alex C. Kot. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2018.
code: Pytorch
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(Epi-FCR) Episodic Training for Domain Generalization (10) 2019-01-31
Li, Da, Jianshu Zhang, Yongxin Yang, Cong Liu, Yi-Zhe Song, and Timothy M. Hospedales. Proceedings of the IEEE International Conference on Computer Vision (ICCV) 2019.
code: Pytorch -
(JiGen) Domain Generalization by Solving Jigsaw Puzzles (21) 2019-03-16
Carlucci, Fabio Maria, Antonio D'Innocente, Silvia Bucci, Barbara Caputo, and Tatiana Tommasi. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2019.
code: Pytorch -
(CCSA) Unified deep supervised domain adaptation and generalization (127) 2017-09-28
Motiian, Saeid, Marco Piccirilli, Donald A. Adjeroh, and Gianfranco Doretto. Proceedings of the IEEE International Conference on Computer Vision (ICCV) 2017.
code: Keras -
Deeper, broader and artier domain generalization (88) 2017-10-09
Li, Da, Yongxin Yang, Yi-Zhe Song, and Timothy M. Hospedales. Proceedings of the IEEE International Conference on Computer Vision (ICCV) 2017.
code: None -
Domain Generalization Using a Mixture of Multiple Latent Domains 2019-11-18
Matsuura, Toshihiko, and Tatsuya Harada (AAAI) 2020 code: Pytorch -
Domain Generalization via Model-Agnostic Learning of Semantic Features (2) 2019-10-29
Dou, Qi, et al.Advances in Neural Information Processing Systems. 2019
code: Tensorflow -
Feature-Critic Networks for Heterogeneous Domain Generalization
Li, Y., Yang, Y., Zhou, W., & Hospedales, T. M. (2019). arXiv preprint arXiv:1901.11448.
code: Pytorch
code: Pytorch