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References from UPLiFT: Uncertainty Parameterized Activation for Lightweight Fine-Tuning. Local targets link to admitted publications; unresolved targets remain external evidence.
Prot2Text: Multimodal protein’s function generation with GNNs and transformers
10.1609/aaai.v38i10.28948 · 2024 · External reference
Unresolved reference
2025 · External reference
10.1093/bioinformatics/btx431
10.1093/bioinformatics/btx431 · External reference
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One protein is all you need
2026 · External reference
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10.64898/2026.06.03.729735
10.64898/2026.06.03.729735 · External reference
10.1093/nar/gkae1005
10.1093/nar/gkae1005 · External reference
10.1101/2021.11.09.467890
10.1101/2021.11.09.467890 · External reference
10.1038/s41592-026-03050-9
10.1038/s41592-026-03050-9 · External reference
10.1109/tpami.2021.3095381
10.1109/tpami.2021.3095381 · External reference
10.1101/2023.01.16.524265
10.1101/2023.01.16.524265 · External reference
Unresolved reference
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Structurebased protein function prediction using graph convolutional networks
10.1038/s41467-021-23303-9 · 2021 · External reference
10.1371/journal.pcbi.1012639
10.1371/journal.pcbi.1012639 · External reference
Kermut: Composite kernel regression for protein variant effects
2024 · External reference
10.1126/science.ads0018
10.1126/science.ads0018 · External reference
10.1007/978-1-59745-177-2_5
10.1007/978-1-59745-177-2_5 · External reference
Unresolved reference
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Curvature tuning: Provable training-free model steering from a single parameter
2026 · External reference
Unresolved reference
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Unresolved reference
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Unresolved reference
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10.52202/068431-0009
10.52202/068431-0009 · External reference
10.1126/science.ade2574
10.1126/science.ade2574 · External reference
Unresolved reference
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10.1007/00439-021-02411-y
10.1007/00439-021-02411-y · External reference
10.21105/joss.00861
10.21105/joss.00861 · External reference
10.1016/j.matt.2026.102706
10.1016/j.matt.2026.102706 · External reference
10.52202/075280-2810
10.52202/075280-2810 · External reference
10.1093/oxfimm/iqag003
10.1093/oxfimm/iqag003 · External reference
C-LoRA: Contextual low-rank adaptation for uncertainty estimation in large language models
2026 · External reference
Silhouettes: a graphical aid to the interpretation and validation of cluster analysis
10.1016/0377-0427(87)90125-7 · 1987 · External reference
Fine-tuning protein language models boosts predictions across diverse tasks
10.1038/s41467-024-51844-2 · 2024 · External reference
InterPLM: discovering interpretable features in protein language models via sparse autoencoders
10.1038/s41592-025-02836-7 · 2025 · External reference
10.1038/nbt.3988
10.1038/nbt.3988 · External reference
Unresolved reference
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10.1126/science.aea1820
10.1126/science.aea1820 · External reference
10.1038/s41592-019-0686-2
10.1038/s41592-019-0686-2 · External reference
10.52202/079017-2164
10.52202/079017-2164 · External reference
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Unresolved reference
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10.1093/nar/gkad630
10.1093/nar/gkad630 · External reference
10.1038/s41467-026-73148-3
10.1038/s41467-026-73148-3 · External reference
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