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09/05/2023
Towards Diverse and Consistent Typography Generation
In this work, we consider the typography generation task that aims at pr...
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03/31/2023
Towards Flexible Multi-modal Document Models
Creative workflows for generating graphical documents involve complex in...
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03/14/2023
LayoutDM: Discrete Diffusion Model for Controllable Layout Generation
Controllable layout generation aims at synthesizing plausible arrangemen...
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12/22/2022
Generative Colorization of Structured Mobile Web Pages
Color is a critical design factor for web pages, affecting important fac...
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10/05/2021
De-rendering Stylized Texts
Editing raster text is a promising but challenging task. We propose to a...
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08/03/2021
CanvasVAE: Learning to Generate Vector Graphic Documents
Vector graphic documents present visual elements in a resolution free, c...
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08/02/2021
Constrained Graphic Layout Generation via Latent Optimization
It is common in graphic design humans visually arrange various elements ...
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06/24/2019
Serif or Sans: Visual Font Analytics on Book Covers and Online Advertisements
In this paper, we conduct a large-scale study of font statistics in book...
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04/26/2018
Recommending Outfits from Personal Closet
We consider grading a fashion outfit for recommendation, where we assume...
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10/23/2017
Feedback-prop: Convolutional Neural Network Inference under Partial Evidence
In this paper, we propose an inference procedure for deep convolutional ...
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08/06/2017
End-to-end learning potentials for structured attribute prediction
We present a structured inference approach in deep neural networks for m...
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03/04/2017
Looking at Outfit to Parse Clothing
This paper extends fully-convolutional neural networks (FCN) for the clo...
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07/25/2016