Trainable commuting angle matrices generalize Rotary Position Embedding and improve accuracy and resolution robustness on vision Transformers.
Comput- ing the matrix exponential with an optimized taylor polyno- mial approximation.Mathematics, 7:1174, 2019
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ComRoPE: Scalable and Robust Rotary Position Embedding Parameterized by Trainable Commuting Angle Matrices
Trainable commuting angle matrices generalize Rotary Position Embedding and improve accuracy and resolution robustness on vision Transformers.