ai and sorbonne university propose
[R] Facebook AI And Sorbonne University Propose A New Benchmark, CTrL, To Evaluate How Efficiently Continual Learning (CL) Models Transfer Knowledge Between Tasks And Scale To Multiple Tasks
In collaboration with Sorbonne University, Facebook AI introduced a new benchmark for continual learning (CL). This presents excellent means to improve traditional machine learning (ML) methods by training AI models to mimic the way humans learn new tasks. The team addresses one of the most vital bottlenecks associated with modern AI systems: their reliance on massive human-labeled datasets. Humans can learn from past experiences but applying the same to AI is not easy. Generally, ML systems are trained in isolation, thus require specific models for each new task.