Cheng-Xun Wen

Representation and Boundary Enhancement for Action Segmentation Using Transformer

In the task of action segmentation, the goal is to partition a lengthy, untrimmed video into a series of action segments. Recently, Transformer-based methods have outperformed the previous temporal convolutional networks (TCNs) in terms of overall performance. However, both TCNs and Transformers enc…