Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Video
Recent Advances in Image Captioning, Image-Text Retrieval and Visual Question Answering using Scene Graph Parsing, What Next?
Creating appropriate representation of data is the key for many recent breakthroughs in both language and vision. In natural language, from the structured representations like parse trees to BERT and Transformers pretrained on large scale…
Project
Machine Reading Comprehension
Machine Reading Comprehension (MRC) is a growing field of research, due to its potential in various enterprise applications, as well as the availability of MRC benchmarking datasets.
Project
DoWhy: Causal Reasoning for Designing and Evaluating Interventions
Today’s computing systems can be thought of as interventions in people’s work and daily lives. But what are the outcomes of these interventions, and how can we tune these systems for desired outcomes? In this…