Zobrazeno 1 - 3
of 3
pro vyhledávání: '"Xiao, Wenxiao"'
Autor:
Xiao, Wenxiao, Liu, Hongfu
Active learning strategically selects informative unlabeled data points and queries their ground truth labels for model training. The prevailing assumption underlying this machine learning paradigm is that acquiring these ground truth labels will opt
Externí odkaz:
http://arxiv.org/abs/2405.17627
Many research efforts have been committed to unsupervised domain adaptation (DA) problems that transfer knowledge learned from a labeled source domain to an unlabeled target domain. Various DA methods have achieved remarkable results recently in term
Externí odkaz:
http://arxiv.org/abs/2303.02302
To interpret deep models' predictions, attention-based visual cues are widely used in addressing \textit{why} deep models make such predictions. Beyond that, the current research community becomes more interested in reasoning \textit{how} deep models
Externí odkaz:
http://arxiv.org/abs/2205.10724