Search Results for author: Yiling Wu

Found 3 papers, 2 papers with code

VLAD-VSA: Cross-Domain Face Presentation Attack Detection with Vocabulary Separation and Adaptation

1 code implementation21 Feb 2022 Jiong Wang, Zhou Zhao, Weike Jin, Xinyu Duan, Zhen Lei, Baoxing Huai, Yiling Wu, Xiaofei He

In this paper, the VLAD aggregation method is adopted to quantize local features with visual vocabulary locally partitioning the feature space, and hence preserve the local discriminability.

Face Presentation Attack Detection

Learning fragment self-attention embeddings for image-text matching

1 code implementation ACMMM 2019 Yiling Wu, Shuhui Wang, Guoli Song, Qingming Huang

In this paper, we propose Self-Attention Embeddings (SAEM) to exploit fragment relations in images or texts by self-attention mechanism, and aggregate fragment information into visual and textual embeddings.

Image-text matching Text Matching

Online Asymmetric Similarity Learning for Cross-Modal Retrieval

no code implementations CVPR 2017 Yiling Wu, Shuhui Wang, Qingming Huang

In this paper, we propose an online learning method to learn the similarity function between heterogeneous modalities by preserving the relative similarity in the training data, which is modeled as a set of bi-directional hinge loss constraints on the cross-modal training triplets.

Cross-Modal Retrieval Retrieval +2

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