Adobe, Inc.

Mohar Kundu

Niyati Himanshu Chhaya

Sumit Shekhar

Inderjeet Jayakumar Nair

Akhash Nakkonda Amarnath

Lakshya Jagadish

Anirudh Phukan

Aravind Veluri

Embodiments are disclosed for reflowing an infographic image for display in a mobile device using machine learning models. In particular, in one or more embodiments, the method may include receiving a document for display in a user device, the document including an infographic image. The method may further include identifying, using a convolutional neural network, visual components of the infographic image. The method may further include determining, using an encoder-decoder network, an ordered sequence of the identified visual components. A generative adversarial network then generates a modified visual representation of the infographic image based on the identified visual components and the determined ordered sequence of the identified visual components. The modified visual of representation of the infographic image is then presented for display in a viewing pane of a user device in place of the infographic image.

Reflowing infographics for cross-device display

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Kolkata, India

Mohar Kundu