Perspective (In)consistency of Paint by Text

Texture perception on folded surfaces

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Predicting and perceiving reflections in mirrors

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Multiple view geometry in computer vision

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Why cast shadows are expendable: Insensitivity of human observers and the inherent ambiguity of cast shadows in pictorial art

Jayme Jacobson and Steffen Werner · 2004

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Perceiving illumination inconsistencies in scenes

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Why pictures look right when viewed from the wrong place

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Image forensic analyses that elude the human visual system

Hany Farid and Mary J Bravo · 2010

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Exposing photo manipulation with inconsistent reflections

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Exposing photo manipulation with inconsistent shadows

Eric Kee, James F O’Brien, and Hany Farid · 2013

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Photo Forensics

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Progressive growing of GANs for improved quality, stability, and variation

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Tero Karras, Timo Aila, Samuli Laine, and Jaakko Lehtinen · 2017

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A style-based generator architecture for generative adversarial networks

Tero Karras, Samuli Laine, and Timo Aila · 2019

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Generating diverse high-fidelity images with VQ-VAE-2

Ali Razavi, Aaron Van den Oord, and Oriol Vinyals · 2019

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Analyzing and improving the image quality of StyleGAN

Tero Karras, Samuli Laine, Miika Aittala, Janne Hellsten, Jaakko Lehtinen, and Timo Aila · 2020

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Alias-free generative adversarial networks

Tero Karras, Miika Aittala, Samuli Laine, Erik Härkönen, Janne Hellsten, Jaakko Lehtinen, and Timo Aila · 2021

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Learning transferable visual models from natural language supervision

Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, et al · 2021

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Paint by word

Original

David Bau, Alex Andonian, Audrey Cui, YeonHwan Park, Ali Jahanian, Aude Oliva, and Antonio Torralba · 2021

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Scaling autoregressive models for content-rich text-to-image generation

Original

Jiahui Yu, Yuanzhong Xu, Jing Yu Koh, Thang Luong, Gunjan Baid, Zirui Wang, Vijay Vasudevan, Alexander Ku, Yinfei Yang, Burcu Karagol Ayan, Ben Hutchinson, Wei Han, Zarana Parekh, Xin Li, Han Zhang, Jason Baldridge, and Yonghui Wu · 2022