Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding

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Abstract:

The prevailing framework for solving referring expression grounding is based on a two-stage process: 1) detecting proposals with an object detector and 2) grounding the referent to one of the proposals. Existing two-stage solutions mostly focus on the grounding step, which aims to align the expressions with the proposals. In this paper,...More

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