Prime-DiffNovo

algorithm · Transformer (NAR)

Prime-DiffNovo: algorithm · Transformer (NAR). Non-autoregressive Transformer de novo peptide sequencer with a diffusion-based refinement step at inference time: the NAR pass drafts a full sequence in parallel, and…

Non-autoregressive Transformer de novo peptide sequencer with a diffusion-based refinement step at inference time: the NAR pass drafts a full sequence in parallel, and the diffusion loop iteratively corrects residue predictions to sharpen accuracy.

Kind	algorithm
Family	Transformer (NAR)
Deep learning	yes

Papers

• Prime-DiffNovo: Accurate Peptide De Novo Sequencing via Non-autoregressive Generation and Diffusion Refinement (2026, Lecture Notes in Computer Science (ISBRA 2026), peer-reviewed)

Authors (3)

Xuan Yu, Kunyi Li, Lusheng Wang

Seen in the charts

• The architectures

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