student profile: Mr Rui Geng


Thesis work

Thesis title: Adversarial deep learning for scene generation

Supervisors: Chang XU

Thesis abstract:

�p�Objects or scenes generation is one of the most prominent research directions in deep learning based generative models.�/p� �p�In this research project, I will be working on generating scenes by giving the prior conditions, such as literature descriptions, or previous images of the scene. The study will be starting with the image-to-image translation models, such as pix2pix and etc, and will be adding geometry transformations into the modeling experiment. The whole study will be involved with the techniques of Computer Vision and Natural Language Processing, and also be a mixture of pure modeling research and feature engineering.�/p�

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