
ZhihaoZhang97/RU-AI at main - GitHub
This is the official repo for paper: RU-AI: A Large Multimodal Dataset for Machine Generated Content Detection. The dataset is publicly avaliable at zenodo: The noise augmented dataset is publicly avaliable at Huggingface: The dataset requires at …
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[2406.04906] RU-AI: A Large Multimodal Dataset for Machine …
2024年6月7日 · In this paper, we introduce RU-AI, a new large-scale multimodal dataset for robust and efficient detection of machine-generated content in text, image and voice. Our dataset is constructed on the basis of three large publicly available datasets: Flickr8K, COCO and Places205, by adding their corresponding AI duplicates, resulting total of ...
RU-AI: A Large Multimodal Dataset for Machine Generated …
2024年6月7日 · We introduce RU-AI, a new large-scale dataset that features multimodal real and human-generated content, accompanied by machine-generated content. It encompasses three modalities: real-world images, image-describing caption text, and spoken voices for captions, providing more than 245k real and machine-generated aligned instance pairs for each ...
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RU-AI:一个用于机器生成内容检测的大型多模态数据集 | BriefGPT - AI …
TL;DR 介绍了RU-AI数据集,该数据集是一个大规模的多模态数据集,旨在鲁棒且高效地检测文本、图像和语音中的机器生成内容;提出了一个统一模型,该模型融合了多模态嵌入模块和多层感知器网络,能够有效确定数据的来源(即原始数据样本还是机器生成的数据)。 The recent advancements in generative ai models, which can create realistic and human-like content, are significantly transforming how people communicate, create, and work. While the appropriate …
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(PDF) RU-AI: A Large Multimodal Dataset for Machine
2024年6月7日 · In this paper, we introduce RU-AI, a new large-scale multimodal dataset designed for the robust and efficient detection of machine-generated content in text, image, and voice.
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