Towards Lightweight Transformer Via Group-Wise Transformation for Vision-and-Language Tasks

Despite the exciting performance, Transformer is criticized for its excessive parameters and computation cost. However, compressing Transformer remains as an open problem due to its internal complexity of the layer designs, i.e. , Multi-Head Attention (MHA) and Feed-Forward Network (FFN). To address...

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