Building upon this, our research proposes the Redundancy-Aware Transformer (Raformer) method that addresses the unique challenges of wire removal in video inpainting. Unlike conventional approaches ...

To effectively address this issue, this article proposes a novel sparse transformer architecture called 2-D transformer (2D-former), aimed at extending the context windows of pretrained LLMs while ...