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  • title: Improving 3D-aware Image Synthesis with A Geometry-aware Discriminator
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            Improving 3D-aware Image Synthesis with A Geometry-aware Discriminator
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            Improving 3D-aware Image Synthesis with A Geometry-aware Discriminator

            Nov 28, 2022

            Speakers

            ZS

            Zifan Shi

            Speaker · 0 followers

            YX

            Yinghao Xu

            Speaker · 0 followers

            YS

            Yujun Shen

            Speaker · 0 followers

            About

            3D-aware image synthesis aims at learning a generative model that can render photo-realistic 2D images while capturing decent underlying 3D shapes. A popular solution is to adopt the generative adversarial network (GAN) and replace the generator with a 3D renderer, where volume rendering with neural radiance field (NeRF) is commonly used. Despite the advancement of synthesis quality, existing methods fail to obtain moderate 3D shapes. We argue that, considering the two-player game in the formula…

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            NeurIPS 2022

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