Deviating from the traditional path of supervised learning, recent research efforts have been directed towards self-supervised learning, large-scale pretraining, weakly supervised learning and incremental/continual learning. To promote this direction, we provide a venue for discussions from both the industry and academic perspective and aim to faciliate collaborations on this topic within this workshop.