DCT-based initialization and frequency truncation for self-attention improve accuracy and reduce overhead in Vision Transformers on standard benchmarks.
Dct-former: Ef- ficient self-attention with discrete cosine transform.Jour- nal of Scientific Computing, 94(3):67,
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Discrete Cosine Transform Based Decorrelated Attention for Vision Transformers
DCT-based initialization and frequency truncation for self-attention improve accuracy and reduce overhead in Vision Transformers on standard benchmarks.