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. Author manuscript; available in PMC: 2023 Aug 2.
Published in final edited form as: Adv Neural Inf Process Syst. 2022 Dec;35(DB):29776–29788.

Figure 2: Scene Generation:

Figure 2:

A scene in our image dataset is composed of objects. (a) An object is a closed contour with several attributes. (b) A relation is a constraint for the generation process over scene attributes. (c) The elementary relations control unique scene attributes. They are used for building task rules in a compositional manner. Each task uses a Reference rule and an Odd-One-Out rule to generate images. (d) Odd-One-Out problems are randomly generated using a program. Three images are generated following the Reference rule, and a fourth image (highlighted in red) is generated following the Odd-One-Out rule.