Transformer-Evolution-Paper
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Transformer-Evolution-Paper
  • README
  • 数学符号
  • Act
  • Arch
  • FFN
  • Head
  • Memory
  • MHA
    • FFT
    • LocalGlobal
      • CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention
      • Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding
      • Neighborhood Attention Transformer
      • FMMformer: Efficient and Flexible Transformer via Decomposed Near-field and Far-field Attention
      • Adaptive Attention Span in Transformers
      • CoLT5: Faster Long-Range Transformers with Conditional Computation
    • MatrixMethod
    • RightProduct
    • SparseOrLowRank
    • Others
  • Normalize_And_Residual
  • Pe
  • Pretrain
  • Softmax
  • Others
  • LongConv
  • Rnn
  • CrossAttention
  • Inference
  • Peft
  • LLM
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  1. MHA

LocalGlobal

CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attentionchevron-rightNested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understandingchevron-rightNeighborhood Attention Transformerchevron-rightFMMformer: Efficient and Flexible Transformer via Decomposed Near-field and Far-field Attentionchevron-rightAdaptive Attention Span in Transformerschevron-rightCoLT5: Faster Long-Range Transformers with Conditional Computationchevron-right
PreviousFNet: Mixing Tokens with Fourier Transformschevron-leftNextCrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attentionchevron-right

Last updated 3 years ago