Tiago Ramalho

1. Overcoming catastrophic forgetting in neural networks
   2016/12/02 by James Kirkpatrick, Razvan Pascanu, Neil Rabinowitz +13 · 1 voice · 7,377 citations
   Computer Science · Mathematics · Physics and Astronomy · Psychology · #Artificial intelligence #Artificial neural network #Cognitive psychology #Computer science #Domain Adaptation and Few-Shot Learning #Forgetting #Model Reduction and Neural Networks #Neural Networks and Applications #Psychology #cs.AI #cs.LG #stat.ML
2. Conditional Neural Processes
   2018/07/04 by Marta Garnelo, Dan Rosenbaum, Garnelo, Marta +16 · 88 citations
   Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #cs.LG #stat.ML
3. Adaptive Posterior Learning: few-shot learning with a surprise-based memory module
   2019/02/07 by Tiago Ramalho, Marta Garnelo, Ramalho, Tiago +1 · 10 citations
   Computer Science · Mathematics · #Algorithm #Artificial intelligence #Auxiliary memory #Bayesian Modeling and Causal Inference #Class (philosophy) #Computer science #Domain Adaptation and Few-Shot Learning #Encoding (memory) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Machine learning #Memory footprint #One shot #Programming language #Recall #Shot (pellet) #State (computer science) #Surprise #Task (project management) #cs.LG #stat.ML