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20242026
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cs.LG2025

SeqPE: Transformer with Sequential Position Encoding

Huayang Li, Yahui Liu, Hongyu Sun +5

Since self-attention layers in Transformers are permutation invariant by design, positional encodings must be explicitly incorporated to enable spatial understanding. However, fixe…