Raia Hadsell

Publications by Year

Research Areas

Reinforcement Learning in Robotics, Domain Adaptation and Few-Shot Learning, Robotics and Sensor-Based Localization, Multimodal Machine Learning Applications, Robot Manipulation and Learning

Most-Cited Works

• → Overcoming catastrophic forgetting in neural networks(2017)6,816 cited
• → Dimensionality Reduction by Learning an Invariant Mapping(2006)5,132 cited
• → Learning a Similarity Metric Discriminatively, with Application to Face Verification(2005)3,902 cited
• → Progressive Neural Networks(2016)1,136 cited
• → Skilful precipitation nowcasting using deep generative models of radar(2021)865 cited
• A Tutorial on Energy-Based Learning(2006)
• → Vector-based navigation using grid-like representations in artificial agents(2018)717 cited
• The limits and potentials of deep learning for robotics(2018)
• → Embracing Change: Continual Learning in Deep Neural Networks(2020)435 cited
• → Learning to Navigate in Complex Environments(2016)366 cited