Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Digital media tend to combine text and images to express richer information, especially on image hosting and online shopping bsites. This trend presents a challenge in understanding the contents from different forms of information. Features representing visual information are usually sparse in high dimensional space, which makes the learning process intractable. In order to understand text and its related visual information,  present a new graphical model-based approach to discover more meaningful information in rich media.  extend the standard Latent Dirichlet Allocation (LDA) framework to learn in high dimensional feature spaces.
['Zhao Song', 'Yuke Zhu']
I am writing a research paper on a idea Graphical model-based learning in high dimensional feature spaces
[{"from": "human", "value": "I am writing a research paper on a idea Graphical model-based learning in high dimensional feature spaces"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Digital media tend to combine text and images to express richer information, especially on image hosting and online shopping bsites. This trend presents a challenge in understanding the contents from different forms of information. Features representing visual information are usually sparse in high dimensional space, which makes the learning process intractable. In order to understand text and its related visual information,  present a new graphical model-based approach to discover more meaningful information in rich media.  extend the standard Latent Dirichlet Allocation (LDA) framework to learn in high dimensional feature spaces."}]