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