Marta Garnelo

Neural scene representation and rendering

S. M. Ali Eslami, Danilo Jimenez Rezende, Frederic Besse et al. · Science · 2018 · 532 citations

Engineering, Machine Learning, Scene Representation-the Process +17

Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders

Nat Dilokthanakul, Pedro A. M. Mediano, Marta Garnelo et al. · arXiv (Cornell University) · 2016 · 498 citations · Full text

Gaussian Mixture, Generative System, Engineering +13

Interaction between tumour-infiltrating B cells and T cells controls the progression of hepatocellular carcinoma

Marta Garnelo, Alex Y. Tan, Zhisheng Her et al. · Gut · 2015 · 454 citations · Full text

Reconciling deep learning with symbolic artificial intelligence: representing objects and relations

Marta Garnelo, Murray Shanahan · Current Opinion in Behavioral Sciences · 2019 · 246 citations · Full text

Towards Deep Symbolic Reinforcement Learning

Marta Garnelo, Kai Arulkumaran, Murray Shanahan · arXiv (Cornell University) · 2016 · 145 citations · Full text

Artificial Intelligence, Symbolic Learning, Reward Hacking +13