Adversarial Cross-Modal Retrieval

  title={Adversarial Cross-Modal Retrieval},
  author={Bokun Wang and Yang Yang and Xing Xu and Alan Hanjalic and Heng Tao Shen},
  booktitle={ACM Multimedia},
Cross-modal retrieval aims to enable flexible retrieval experience across different modalities (e.g., texts vs. images). The core of cross-modal retrieval research is to learn a common subspace where the items of different modalities can be directly compared to each other. In this paper, we present a novel Adversarial Cross-Modal Retrieval (ACMR) method, which seeks an effective common subspace based on adversarial learning. Adversarial learning is implemented as an interplay between two… CONTINUE READING
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