314 citations · 576 across the 11 of their papers we have counts for
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cs.LG2022
λ-Scaled-Attention: A Novel Fast Attention Mechanism for Efficient Modeling of Protein Sequences
Ashish Ranjan, Md Shah Fahad, Akshay Deepak
Attention-based deep networks have been successfully applied on textual data in the field of NLP. However, their application on protein sequences poses additional challenges due to…
cs.LG2018★ 44 cited
Deep Robust Framework for Protein Function Prediction using Variable-Length Protein Sequences
Ashish Ranjan, Md Shah Fahad, David Fernandez-Baca +2
Amino acid sequence portrays most intrinsic form of a protein and expresses primary structure of protein. The order of amino acids in a sequence enables a protein to acquire a part…