no code implementations • 28 Oct 2023 • Rim Assouel, Pau Rodriguez, Perouz Taslakian, David Vazquez, Yoshua Bengio
A key aspect of human intelligence is the ability to imagine -- composing learned concepts in novel ways -- to make sense of new scenarios.
no code implementations • 23 Jun 2020 • Matthew Amodio, Rim Assouel, Victor Schmidt, Tristan Sylvain, Smita Krishnaswamy, Yoshua Bengio
Unsupervised image-to-image translation consists of learning a pair of mappings between two domains without known pairwise correspondences between points.
no code implementations • 25 Sep 2019 • Rim Assouel, Yoshua Bengio
Learning an agent that interacts with objects is ubiquituous in many RL tasks.
no code implementations • ICLR 2019 • Rim Assouel, Mohamed Ahmed, Marwin H Segler, Amir Saffari, Yoshua Bengio
Generating novel molecules with optimal properties is a crucial step in many industries such as drug discovery.