Mitigating Family Effects in RNA Secondary-Structure Prediction with Latent-Space Continual Learning

per cluster of 0.931 (with a range of 0.177). These results surpass the strongest one-shot baseline and mitigate forgetting without full retraining. The gains persist as additional clusters are introduced. Overall, RNAFoLBO delivers higher and more stable performance and practical scalability for integrating new RNA clusters or families, enabling more robust and transferable RNA secondary-structure prediction.

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Publication Details

Journal
bioRxiv (Cold Spring Harbor Laboratory)
Published
2026-05-01
DOI
https://doi.org/10.64898/2026.04.29.721709
Primary Topic
RNA and protein synthesis mechanisms
Type
article
Field-Weighted Citation Impact
0.00
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article

Mitigating Family Effects in RNA Secondary-Structure Prediction with Latent-Space Continual Learning

Giulia Pedrielli, Teresa Wu, Wissal Mokkedem
bioRxiv (Cold Spring Harbor Laboratory)
RNA and protein synthesis mechanisms
article

Mitigating Family Effects in RNA Secondary-Structure Prediction with Latent-Space Continual Learning

Giulia Pedrielli, Teresa Wu, Wissal Mokkedem
article en

Abstract

per cluster of 0.931 (with a range of 0.177). These results surpass the strongest one-shot baseline and mitigate forgetting without full retraining. The gains persist as additional clusters are introduced. Overall, RNAFoLBO delivers higher and more stable performance and practical scalability for integrating new RNA clusters or families, enabling more robust and transferable RNA secondary-structure prediction.

bioRxiv (Cold Spring Harbor Laboratory)
University High School (US), CY Cergy Paris Université (FR)
Openalex Percentile: Top 11%
RNA and protein synthesis mechanisms
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