TileShare: Training-Free Acceleration of Overlapping Tiled ViT Decoding

Xiangzhong Ye, Zhongshen Li, Shen You +6

Fixed-window Vision Transformer (ViT) decoders run at deployment resolution as overlapping tiles: every token in an overlap band is processed by several full decoder instances. In…