Malcolm Reynolds

Publications by Year

Research Areas

Reinforcement Learning in Robotics, Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Adversarial Robustness in Machine Learning, Machine Learning and Data Classification

Most-Cited Works

• → Hybrid computing using a neural network with dynamic external memory(2016)1,408 cited
• → Flamingo: a Visual Language Model for Few-Shot Learning(2022)1,238 cited
• → Gemini: A Family of Highly Capable Multimodal Models(2023)790 cited
• → Unsupervised Predictive Memory in a Goal-Directed Agent(2018)148 cited
• → Capturing Time-of-Flight data with confidence(2011)99 cited
• → Convolution by Evolution(2016)76 cited
• → Unsupervised Learning of Object Keypoints for Perception and Control(2019)71 cited
• → Convolution by Evolution: Differentiable Pattern Producing Networks(2016)24 cited
• → Attention over learned object embeddings enables complex visual\n reasoning(2020)12 cited