hardyqr/Visual-Semantic-Embeddings-an-incomplete-list

A paper list of visual semantic embeddings and text-image retrieval.

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This is a curated collection of academic papers focused on visual semantic embeddings and text-image retrieval. It helps researchers and practitioners understand state-of-the-art techniques for connecting images with descriptive text. The input is academic research papers, and the output is a structured list of these papers, often with links to the full text and sometimes code. This resource is primarily for computer vision and natural language processing researchers, machine learning engineers, and data scientists working on multimodal AI tasks.

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Use this if you are researching methods for finding images based on text descriptions or generating text from images, and need a comprehensive list of influential academic works.

Not ideal if you are looking for an off-the-shelf software tool or library to implement text-image retrieval, as this is a list of papers, not code.

image-retrieval computer-vision natural-language-processing multimodal-ai academic-research
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Dec 04, 2020

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