Can AI learn without forgetting? Explore five levels of continual learning and the stability-plasticity tradeoff to plan better AI roadmaps.
Abstract: The development of continual learning (CL) methods, which aim to learn new tasks in a sequential manner from the training data acquired continuously, has gained great attention in remote ...
2 In pairs, imagine you are teachers in a co-taught classroom. Create a “dream lesson plan” on a topic of your choice, ...
Abstract: The challenging deployment of compute- and memory-intensive methods from Deep Neural Network (DNN)-based Continual Learning (CL), underscores the critical need for a paradigm shift towards ...
According to the McKinsey 2024 report, companies that prioritise learning outperform peers by 2.5x in innovation. By 2023 and beyond, continuous learning has become a strategic advantage, making it ...