Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Projet
VQA Introspect
This projects rethinks the way how VQA models need to trained by proposing to link reasoning questions with simpler, sub questions that are required to learn and solve complex tasks. The work introduces a new…
Vidéo
Inside look at the DARPA Subterranean Urban Circuit Challenge 2020
Over the last year, ten teams from around the world have been participating in the DARPA Subterranean challenges. These challenges are designed to test drones and robots on how they perform in hazardous physical environments…
Vidéo
Learning Visuomotor Policies for Aerial Navigation Using Cross-Modal Representations
Machines are a long way from robustly solving open-world perception-control tasks, such as first-person view (FPV) aerial navigation. While recent advances in end-to-end Machine Learning, especially Imitation and Reinforcement Learning appear promising, they are constrained…
Publication
Hybrid Ranking Network for Text-to-SQL
Projet
Web crawl scheduling
A web crawler is an essential part of a search engine that visits URLs and downloads their content, which is subsequently processed, indexed, and used by the search engine to decide which results to show…