Web: http://arxiv.org/abs/2201.10185

Jan. 26, 2022, 2:11 a.m. | Sumrit Gupta, Ushasi Chaudhuri, Biplab Banerjee

cs.LG updates on arXiv.org arxiv.org

The performance of a zero-shot sketch-based image retrieval (ZS-SBIR) task is
primarily affected by two challenges. The substantial domain gap between image
and sketch features needs to be bridged, while at the same time the side
information has to be chosen tactfully. Existing literature has shown that
varying the semantic side information greatly affects the performance of
ZS-SBIR. To this end, we propose a novel graph transformer based zero-shot
sketch-based image retrieval (GTZSR) framework for solving ZS-SBIR tasks which
uses …

arxiv cv graph retrieval transformer

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