Beoungwoo Kang

Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic Segmentation

"We present an Encoder-Decoder Attention Transformer, ED-AFormer, which consists of the Embedding-Free Transformer (EFT) encoder and the all-attention decoder leveraging our Embedding-Free Attention (EFA) structure. The proposed EFA is a novel global context modeling mechanism that focuses on functi…