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Deep continual learning

Continual learning is paramount for AI system engineering, robotics, intelligent personal assistants, chatbots, and many other application domains. To increase our visibility in this important research area, we kick off the deep continual learning project. The project has different activities that aim to build community in the field. These activities include an international workshop on continual learning at ICDM 2021, a hybrid online/offline seminar, a research visit to the University of Pisa, Italy where collaboration with one of the leading labs in the field will take place, and co-organizing the 1st International Conference on Continual Learning. Our activities will also include discussions on diversity and inclusion in continual learning and broader machine learning research.