Self-attention example in Transformers for NLPSelf-attention example in Transformers for CVVision transformers’ complexityThe first step of the Swin Transformer architecture, image tokenizationSelf-attention applied on windowsConvolution process vs self-attentionShifting window long-range relation problemCLIPCLIP2Self-attentionViTTransformer-nlpDiffusionStableDiffusionStableDiffusionPromptsForDiffusionCLIPDiffusionForMusicText-to-Image DiffusionThree Different Types of TransfomersAttention CalculationDot product of a query from the query matrix Q and the keys from the key matrix KAttention CalculationAttention Calculation Overall
Self-attention example in Transformers for NLPSelf-attention example in Transformers for CVVision transformers’ complexityThe first step of the Swin Transformer architecture, image tokenizationSelf-attention applied on windowsConvolution process vs self-attentionShifting window long-range relation problemCLIPCLIP2Self-attentionViTTransformer-nlpDiffusionStableDiffusionStableDiffusionPromptsForDiffusionCLIPDiffusionForMusicText-to-Image DiffusionThree Different Types of TransfomersAttention CalculationDot product of a query from the query matrix Q and the keys from the key matrix KAttention CalculationAttention Calculation Overall