Continual Learning And Catastrophic Forgetting

Summary

In this video, we break down Ignacio de Gregorio's deep dive into one of AI's hardest challenges: teaching AI systems to keep ... Have you ever noticed how AI struggles to remember old information when Google may have just taken a massive step toward true Have you ever wondered why ChatGPT doesn't remember what happened yesterday until a new version is released? Or why ... Spotlight talk by Andrea Albert presents "Orthogonal task representations prevent Paper Review on the Elastic Weight Consolidation Method. Arxiv Link: arxiv.org/pdf/1612.00796.pdf Link to the Fisher ... Can AI actually forget what it has learned? Is it possible? How does this data truncate on its own? When an AI model learns to ... This Friday 05-02-2021, 5.30pm CET, for the ContinualAI Reading Group, Anh Thai (Georgia Institute of Technology) presented ... Link to paper: arxiv.org/pdf/1801.01423.pdf Joan Serra is a machine