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- W4367692538 abstract "We present Multiscale Multiview Vision Transformers (MMViT), which introduces multiscale feature maps and multiview encodings to transformer models. Our model encodes different views of the input signal and builds several channel-resolution feature stages to process the multiple views of the input at different resolutions in parallel. At each scale stage, we use a cross-attention block to fuse information across different views. This enables the MMViT model to acquire complex high-dimensional representations of the input at different resolutions. The proposed model can serve as a backbone model in multiple domains. We demonstrate the effectiveness of MMViT on audio and image classification tasks, achieving state-of-the-art results." @default.
- W4367692538 created "2023-05-03" @default.
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- W4367692538 date "2023-04-28" @default.
- W4367692538 modified "2023-09-28" @default.
- W4367692538 title "MMViT: Multiscale Multiview Vision Transformers" @default.
- W4367692538 doi "https://doi.org/10.48550/arxiv.2305.00104" @default.
- W4367692538 hasPublicationYear "2023" @default.
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