gated, including lifelong learning [1], multi-task learning (2], cross-domain learn- ... on large-scale data in either a supervised [5] or a unsupervised [6] setting. ... source problem [7] and (2) fragile co-adaptation of neurons is broken by splitting ... network wt as a multi-layer perceptron using back-propagation or lock a layer,.
