Feb. 9, 2024, 5:46 a.m. | Dewei Zhou You Li Fan Ma Zongxin Yang Yi Yang

cs.CV updates on arXiv.org arxiv.org

We present a Multi-Instance Generation (MIG) task, simultaneously generating multiple instances with diverse controls in one image. Given a set of predefined coordinates and their corresponding descriptions, the task is to ensure that generated instances are accurately at the designated locations and that all instances' attributes adhere to their corresponding description. This broadens the scope of current research on Single-instance generation, elevating it to a more versatile and practical dimension. Inspired by the idea of divide and conquer, we introduce …

cs.cv diverse generated image instance instances locations multiple set synthesis text text-to-image

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