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 ...

Notably, it exclusively employs the transformer encoder to process the deepest layer of the feature map. Afterwards, we introduce the efficient residual mixing block (ERM Block), in order to apply ...

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 ...

We are thrilled to release our latest Eagle2 series Vision-Language Model. Open-source Vision-Language Models (VLMs) have made significant strides in narrowing the gap with proprietary models. However ...