Meet Spectformer: A Novel Transformer Architecture Combining Spectral And Multi-Headed Attention Layers That Improves Transformer Performance For Image Recognition Tasks

The paper highlights how SpectFormer’s proposed architecture can better capture appropriate feature representations and improve Vision Transformer (ViT) performance. The team has made two contributions to the field: first, they suggest SpectFormer, a novel design that blends spectral and multi-headed attention layers to enhance image processing efficiency.