AI in Multimedia Advertising

In this talk, I plan to present core AI problems that contemporary online advertising in China encounters. Multimedia contents are widespread in Chinese Internet advertisements, which makes us to research and develop powerful deep learning techniques to understand, generate, and distribute those contents in a more precise, high-!delity, and rapid manner. Our developed deep learning techniques include image/video classi!cation, image/video captioning, image/video hashing, video segmentation and summarization, cross-modal retrieval, image segmentation and inpainting, 3D estimation from image, neural rendering, etc.