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AutoSplice: A Text-prompt Manipulated Image Dataset for Media Forensics. (arXiv:2304.06870v1 [cs.CV])
cs.CV updates on arXiv.org arxiv.org
Recent advancements in language-image models have led to the development of
highly realistic images that can be generated from textual descriptions.
However, the increased visual quality of these generated images poses a
potential threat to the field of media forensics. This paper aims to
investigate the level of challenge that language-image generation models pose
to media forensics. To achieve this, we propose a new approach that leverages
the DALL-E2 language-image model to automatically generate and splice masked
regions guided by …
arxiv challenge dall dall-e2 dataset development generated image image generation image generation models images language media paper prompt quality splice text