“…In our SARA-GAN, the relative average discriminator theory is applied to make full use of the prior knowledge, in which half of the input data of the discriminator is true and half is fake. At the same time, a self-attention mechanism is incorporated into the high-layer of the generator to build long-range dependence of the image, which can overcome the problem of limited convolution kernel size. …”
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“…The proposed method is tested on the publicly available fake video corpus [FVC], [FVC-2018] dataset, and a self-generated misleading video dataset [MVD]. …”
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“…Then, the original images, the attention map, and the synthesized images were all loaded into the discriminator network to determine if the synthesized images were real or fake. Finally, we can use the generator network to synthesize liver CT images with a tumor. …”
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“…For instance, by administering the Rubber Hand Illusion (RHI) paradigm, the embodiment of a fake hand enhances after a slow, affective touch compared to a fast, neutral touch. …”
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“…Hydrogen peroxide (H(2)O(2)) has been reported to be used for the illegal treatment of fishery products in order to obtain “fake” freshness. Residues of H(2)O(2) in food may be of toxicology concern. …”
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“…In the context of the COVID-19 pandemic, and given the huge volume of information available for the general population (being part of them fake news), there is a clear need to foster people’s understanding of the meaning of science, of how scientific knowledge is produced, communicated, and used. …”
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“…In group A (43 patients), patients received oral solifenacin and “fake” TENS on the foot; in group B (43 patients), patients received oral solifenacin and effective TENS on the foot. …”
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“…Currently, the spread of inaccurate information or fake news on the internet to the public is causing the community to panic. …”
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“…Specially, several workers can fake results without actually processing their portions of the data. …”
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“…Many video editing software programs are available and perform well in tampering with video contents or even creating fake videos. Forgery affects video integrity and authenticity and has serious implications. …”
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“…Eight barriers were identified, including fear of being duped by a fake test, concern for cost, fear of disclosing sexual orientation, limited access, lack of consulting services, biosafety concerns, lack of policy support, and concern for lost opportunities to link men to care. …”
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“…In this work, we propose a novel solution for addressing the case of a single source domain (sensor) with large labeled real/fake fingerprint images and multiple target domains (sensors) with only few real images obtained from different sensors. …”
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“…This paper explores the evolving field of misinformation detection and analytics on information published in news articles, with an emphasis on methodologies that handle multiple dimensions of the fake news detection conundrum. We analyze and compare existing research on cross-dimensional methodologies. …”
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“…Our real sample consistency regularization improved the FID score for the conditional generation of Fake-As-Real GAN (FARGAN) from 14.28 to 9.8 on CIFAR-10. …”
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“…Recently, the deepfake techniques for swapping faces have been spreading, allowing easy creation of hyper-realistic fake videos. Detecting the authenticity of a video has become increasingly critical because of the potential negative impact on the world. …”
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“…The upcoming 5G technology is one of the recent victims of misinformation and fake news and has been plagued with misinformation about the effects of its radiation. …”
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“…Deepfake technologies are known for the creation of forged celebrity pornography, face and voice swaps, and other fake media content. Despite the negative connotations the technology bears, the underlying machine learning algorithms have a huge potential that could be applied to not just digital media, but also to medicine, biology, affective science, and agriculture, just to name a few. …”
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“…The unrelenting trend of doctored narratives, content spamming, fake news and rumour dissemination on social media can lead to grave consequences that range from online intimidating and trolling to lynching and riots in real- life. …”
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“…In this editorial, the authors examine the roles that social media companies play in the COVID-19 infodemic and their obligations to end it. They describe how fake news about the virus developed on social media and acknowledge the initially muted response by the scientific community to counteract misinformation. …”
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“…Due to the exponential growth of high-quality fake photos on social media and the Internet, it is critical to develop robust forgery detection tools. …”
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