Zobrazeno 1 - 10
of 25
pro vyhledávání: '"Rahman, Mohammad Mahfujur"'
Domain generalization approaches aim to learn a domain invariant prediction model for unknown target domains from multiple training source domains with different distributions. Significant efforts have recently been committed to broad domain generali
Externí odkaz:
http://arxiv.org/abs/2108.08995
Unsupervised domain adaptation seeks to mitigate the distribution discrepancy between source and target domains, given labeled samples of the source domain and unlabeled samples of the target domain. Generative adversarial networks (GANs) have demons
Externí odkaz:
http://arxiv.org/abs/2104.13725
In this paper, we tackle the problem of training with multiple source domains with the aim to generalize to new domains at test time without an adaptation step. This is known as domain generalization (DG). Previous works on DG assume identical catego
Externí odkaz:
http://arxiv.org/abs/2104.13581
Domain adaptation (DA) and domain generalization (DG) have emerged as a solution to the domain shift problem where the distribution of the source and target data is different. The task of DG is more challenging than DA as the target data is totally u
Externí odkaz:
http://arxiv.org/abs/1911.12983
In the presence of large sets of labeled data, Deep Learning (DL) has accomplished extraordinary triumphs in the avenue of computer vision, particularly in object classification and recognition tasks. However, DL cannot always perform well when the t
Externí odkaz:
http://arxiv.org/abs/1901.00282
Domain adaption (DA) and domain generalization (DG) are two closely related methods which are both concerned with the task of assigning labels to an unlabeled data set. The only dissimilarity between these approaches is that DA can access the target
Externí odkaz:
http://arxiv.org/abs/1812.08974
Autor:
Hosen, Mohammad Jakir, Eva, Shrabony Akter, Rahman, Mohammad Mahfujur, Ibrahim, Md., Lira, Ummay Fateema, Hossain, Asma Binte, Shill, Manik Chandra, Uddin, Md. Jamal
Publikováno v:
In Heliyon June 2021 7(6)
Autor:
Parvez, Md. Sorwer Alam, Rahman, Mohammad Mahfujur, Morshed, Md. Niaz, Rahman, Dolilur, Anwar, Saeed, Hosen, Mohammad Jakir *
Publikováno v:
In Computational Biology and Chemistry February 2021 90
Publikováno v:
In Pattern Recognition April 2020 100
Akademický článek
Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.
K zobrazení výsledku je třeba se přihlásit.