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transverse [2019/09/24 22:24] scornet |
transverse [2019/10/07 09:42] cani [List of available projects for 2019-2020] |
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**Inria** - contact TBC | **Inria** - contact TBC | ||
- | * **Inria 1 : To be defined** | + | * **Inria 1 : Title: Can we teach computers to draw and read plots? (Contact Adrien Boursseau, Inria sophia-antipolis, <Adrien.Bousseau@inria.fr>) ** |
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+ | Topic: Designing effective infographics, such as data plots, is a challenging task because complex information needs to be conveyed with simple 2D shapes (dots, lines, rectangles...). Conversely, understanding a plot requires making sense of individual shapes as well as their relationships. The goal of this project is to attempt to teach an AI agent to draw and read simple plots. We will take inspiration from methods originally designed for machine translation and image captioning, and cast the problem of generating a plot as the problem of translating a data table into an image, and the problem of interpreting a plot as translating an image into a data table. We hope to solve these two problems jointly such that the agent learns to generate plots that, once interpreted, minimize loss of information. | ||
**GoJob** - contact Julien Rialan <julien.rialan@gojob.com> | **GoJob** - contact Julien Rialan <julien.rialan@gojob.com> |