RAMMESI combines multimodal cross-attention with retrieval of neighboring enzymes to improve ESI prediction robustness under sequence-identity distribution shift on two benchmarks.
Embedding is (almost) all you need: Retrieval-augmented inference for generalizable genomic prediction tasks,
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Retrieval-Augmented Multimodal Learning for Enzyme-Substrate Interaction Prediction Under Low-Homology Shift
RAMMESI combines multimodal cross-attention with retrieval of neighboring enzymes to improve ESI prediction robustness under sequence-identity distribution shift on two benchmarks.