Matt Botvinick
Publications by Year
Research Areas
Topic Modeling, Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Natural Language Processing Techniques, Neural Networks and Applications
Most-Cited Works
- → Neural scene representation and rendering(2018)532 cited
- → Learning to reinforcement learn(2016)379 cited
- → Learning to Learn without Gradient Descent by Gradient Descent(2016)162 cited
- → Cognitive Psychology for Deep Neural Networks: A Shape Bias Case Study(2017)61 cited
- Generating Interpretable Images with Controllable Structure(2017)
- Object-based attention for spatio-temporal reasoning: Outperforming neuro-symbolic models with flexible distributed architectures.(2020)
- → Attention over learned object embeddings enables complex visual\n reasoning(2020)12 cited
- → Synthetic Returns for Long-Term Credit Assignment(2021)12 cited