One area of interest for us is image manipulation on mobile phones. With the recent advances in computational photography, mobile phones can already take photos of exceptional quality. We aim to further improve on that quality and add exciting new image manipulation capabilities using modern computer vision and ML tools, such as burst photography, GANs, and implicit representations. We are looking for junior research scientists and PhD interns who are interested in working with us on this exciting problem. Ideal candidates would already have some exposure to low-level computer vision and ML tools, be motivated to work on cutting-edge research with practical applications, and be strong independent researchers.
Another area of interest is video understanding, including searching and interacting with instructional videos, livestream video task monitoring, and activity modelling and recognition. Addressing these challenges in a weakly supervised, real-time setting not only requires a deep understanding of cutting-edge ML and CV tools and techniques, but also the creative combination of visual and linguistic modalities, as well as addressing challenges in human-AI interaction. We are looking for experienced researchers with a strong background in the above-mentioned subfields of AI, along with a curiosity to learn how to bring these pieces together to solve real-world problems.