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Feb 4, 2020 · This thesis aims to study and exploit multimodal learning approaches for nat- ural language visual grounding. Inspired by the pattern of human ...
Natural language provides an intuitive and effective interaction interface between human beings and intelligent agents. Currently, multiple approaches have been ...
20 January 2020. Abstract: Natural language visual grounding aims to locate target objects within images given natural language queries, ...
Sep 8, 2024 · 2.1 Visual Grounding. Visual grounding aims to ground a natural language description onto the referred region in an image. Due to inheriting ...
Sep 8, 2024 · In this paper, we introduce Multi-modal Conditional Adaptation (MMCA), which enables the visual encoder to adaptively update weights, directing its focus ...
This paper proposes a language-guided graph representation to capture the global context of grounding entities and their relations.
This survey discusses how recent developments in multimodal processing facilitate conceptual grounding of language. We categorize the information flow in ...
Visual grounding, as an extension to object detection, is the task to locate objects in an image based on queries in natural language.
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Mar 30, 2024 · The aim of Visual Grounding is to locate the most relevant object or region in an image, based on a natural language query.
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This paper introduces a sophisticated encoder-decoder framework, developed to address visual grounding in AVs.