Hongya Tuo

2 accepted papers

2020

Discriminative Partial Domain Adversarial Network

Jian Hu, Hongya Tuo, Chao Wang, Lingfeng Qiao, Haowen Zhong, Junchi Yan +2

ECCV 2020poster

Domain adaptation (DA) has been a fundamental building block for Transfer Learning (TL) which assumes that source and target domain share the same label space. A more general and realistic setting is that the label space of target domain is a subset of the source domain, as termed by Partial domain…

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2015

Efficient image categorization with sparse Fisher vector

Xiankai Lu, Zheng Fang, Tao Xu, Haiting Zhang, Hongya Tuo

ICASSP 2015accepted

In object recognition, Fisher vector (FV) representation is one of the state-of-the-art image representations ways at the expense of dense, high dimensional features and increased computation time. A simplification of FV is attractive, so we propose Sparse Fisher vector (SFV). By incorporating local…

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