sentence1: kirkpatrick et al proposed elastic weight consolidation which adds a penalty term to the loss function and constrains the weight parameters that are relevant to retain previously learned tasks .
sentence2: recently , kirkpatrick et al proposed elastic weight consolidation , a quadratic penalty on the difference between the parameters for the new and the old task .