We also reported an U-shape Transformer network where the transformer model is for the first time introduced to the UIE task. The U-shape Transformer is integrated with a channel-wise multi-scale ...

The extracted features are then fed into a two-branch model including a global and a local branch. The global one includes a transformer architecture with cross-attention to handle global context and ...