Adam Santoro

Publications by Year

Research Areas

Multimodal Machine Learning Applications, Topic Modeling, Domain Adaptation and Few-Shot Learning, Reinforcement Learning in Robotics, Explainable Artificial Intelligence (XAI)

Most-Cited Works

• Meta-learning with memory-augmented neural networks(2016)
• → Backpropagation and the brain(2020)896 cited
• → Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models(2022)548 cited
• → A simple neural network module for relational reasoning(2017)501 cited
• → One-shot Learning with Memory-Augmented Neural Networks(2016)298 cited
• → Structural foundations of optogenetics: Determinants of channelrhodopsin ion selectivity(2015)225 cited
• → Patterns across multiple memories are identified over time(2014)167 cited
• → Relational Deep Reinforcement Learning(2018)159 cited
• → Unsupervised Predictive Memory in a Goal-Directed Agent(2018)148 cited
• → Measuring abstract reasoning in neural networks(2018)143 cited