Summary
Training neural networks that operate on MSAs is improved when diversity is greedily maximized (1).
See also
- Evoformer
- MSA Transformer
- Sequence diffusion
- Variant effect prediction with homology-aware PLMs improves with ensembling of multiple prompts
1.
Alamdari S, Thakkar N, van den Berg R, Tenenholtz N, Strome R, Moses AM, et al. Protein generation with evolutionary diffusion: sequence is all you need. openRxiv; 2023. Available from: https://doi.org/10.1101/2023.09.11.556673