We propose a novel Swin Transformer block to optimize feature extraction and enable the ... This facilitates efficient information flow between the Transformer encoder and CNN decoder. Finally, a ...

To this end, we propose a novel correlated attention mechanism, which not only efficiently captures feature-wise dependencies, but can also be seamlessly integrated within the encoder blocks of ...

Encoder-Decoder Structure: It consists of three encoder blocks, three decoder blocks, and additional upsampling blocks. Use of Pyramid Vision Transformer (PVT): The network begins with a PVT as a ...

The Transformer encoder’s main components include self-attention mechanisms ... 4 Proposed model of ASD multi-view united transformer block In this section, we introduce the ASD Multi-View United ...

AMD's GPU encoders have long been criticized for poor ... A new ray transform block has been introduced, offloading certain aspects of ray tracing from shaders to the RT core.