Marta Garnelo
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Machine Learning and Data Classification, Reinforcement Learning in Robotics, Domain Adaptation and Few-Shot Learning, Generative Adversarial Networks and Image Synthesis
Most-Cited Works
- → Neural scene representation and rendering(2018)532 cited
- → Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders(2016)498 cited
- → Interaction between tumour-infiltrating B cells and T cells controls the progression of hepatocellular carcinoma(2015)459 cited
- → Reconciling deep learning with symbolic artificial intelligence: representing objects and relations(2019)249 cited
- → Towards Deep Symbolic Reinforcement Learning(2016)145 cited
- → Conditional Neural Processes(2018)59 cited
- → Open-ended Learning in Symmetric Zero-sum Games(2019)46 cited
- → Adaptive Posterior Learning: few-shot learning with a surprise-based\n memory module(2019)42 cited
- → Inferring a Continuous Distribution of Atom Coordinates from Cryo-EM Images using VAEs(2021)31 cited
- → Neural Processes(2018)27 cited