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Computer Science > Computer Vision and Pattern Recognition

Title: gpt-connect: interaction between text-driven human motion generator and 3d scenes in a training-free manner.

Abstract: Recently, while text-driven human motion generation has received massive research attention, most existing text-driven motion generators are generally only designed to generate motion sequences in a blank background. While this is the case, in practice, human beings naturally perform their motions in 3D scenes, rather than in a blank background. Considering this, we here aim to perform scene-aware text-drive motion generation instead. Yet, intuitively training a separate scene-aware motion generator in a supervised way can require a large amount of motion samples to be troublesomely collected and annotated in a large scale of different 3D scenes. To handle this task rather in a relatively convenient manner, in this paper, we propose a novel GPT-connect framework. In GPT-connect, we enable scene-aware motion sequences to be generated directly utilizing the existing blank-background human motion generator, via leveraging ChatGPT to connect the existing motion generator with the 3D scene in a totally training-free manner. Extensive experiments demonstrate the efficacy and generalizability of our proposed framework.

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What are IEEE citations?

IEEE referencing is a widely used system for attributing credit to authors whose findings, facts or theories have contributed to a new research paper.

The IEEE reference format is the standard referencing format set by The Institute of Electrical and Electronics Engineers and is based on the widely used Chicago referencing style.

Where many styles have the author’s name shown within the text, IEEE uses a numbering system to make sure the paper is still easily readable. The number within the text correlates to a numbered reference at the end of the research paper to make it clear which source contributed to which section of the paper.

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Each IEEE reference has a corresponding IEEE citation within the text. The in-text citation is shown as a number within square brackets and allows the reader to find the full reference in the numbered bibliography at the end of the text.

The full IEEE reference should include all the necessary information for the reader to be able to find the exact source of the information, theory or finding that contributed to the paper or essay.

When referencing in IEEE style, there are different formats for each source type – for example a book should be formatted differently to a website or academic journal in the reference list.

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In-text example:

The sky is blue [1].

Bibliography example:

[1] S. Cottrell, The study skills handbook . Basingstoke: Palgrave Macmillan, 2013.

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  2. APA Citation Generator (Free) & Complete APA Format Guide

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  3. MLA Format Citation Generator (Free) & Quick Guide

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  4. APA Citation Generator (Free) & Complete APA Format Guide

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  5. FREE MLA Format Citation Generator [9th Edition]

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  6. APA Formatting and Citation (7th Ed.)

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  23. GPT-Connect: Interaction between Text-Driven Human Motion Generator and

    Recently, while text-driven human motion generation has received massive research attention, most existing text-driven motion generators are generally only designed to generate motion sequences in a blank background. While this is the case, in practice, human beings naturally perform their motions in 3D scenes, rather than in a blank background. Considering this, we here aim to perform scene ...

  24. How to Cite Sources

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  25. Free IEEE Citation Generator by Cite This For Me

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