Machine learning and understanding of video, language, and multimodal content

We study new machine learning methods and systems that extract knowledge from data involving computer vision and its combination with language understanding. We develop applications such as knowledge graph extraction for search and reasoning, social media sentiment analysis, fake media detection, and video search and recommendation.