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cs.LG2025
Do traveling waves make good positional encodings?
Chase van de Geijn, Ayush Paliwal, Timo Lüddecke +1
Transformers rely on positional encoding to compensate for the inherent permutation invariance of self-attention. Traditional approaches use absolute sinusoidal embeddings or learn…
cs.LG2025
Clifford Algebraic Rotor Embeddings : Maybe embeddings should start to CARE
Sameeksha Sriram, Ayush Paliwal, Alexander S. Ecker +1
Rotary Positional Embeddings (RoPE) have demonstrated exceptional performance as a positional encoding method, consistently outperforming their baselines. While recent work has sou…