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

this architecture builds a dual encoder of swin transformer and 3D deformable convolution, leveraging the multiscale representation capability to capture global contextual information and model ...

265 combined multi-standard video decoder IP, optimally designed with streamlined single-CORE to support 4Kp60. In recent days, the HEVC/H.265 ... Embrace the future of digital media with Arasan's ...

This repository contains a clean, self-contained implementation of the Video Swin Transformer architecture as described in "Video Swin Transformer" (CVPR 2022). The implementation supports loading ...

self.W_query = torch.nn.Linear(embedding_dimention, embedding_dimention, bias=False) self.W_key = torch.nn.Linear(embedding_dimention, embedding_dimention, bias=False ...

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