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cs.LG2026
RoVE: Rotary Value Embeddings Attention for Relative Position-dependent Value Pathways
Alejandro García-Castellanos, Maurice Weiler, Erik J Bekkers
Rotary Position Embeddings (RoPE) make attention scores position-relative but leave the value pathway position-blind: the message sent by a value token is the same regardless of it…
cs.LG2026
Generalized Reduction to the Isotropy for Flexible Equivariant Neural Fields
Alejandro García-Castellanos, Gijs Bellaard, Remco Duits +2
Many geometric learning problems require invariants on heterogeneous product spaces, i.e., products of distinct spaces carrying different group actions, where standard techniques d…