JEPA-DNA: Grounding Genomic Foundation Models through Joint-Embedding Predictive Architectures.

arXiv:2602.17162v4 Announce Type: replace Abstract: Genomic Foundation Models (GFMs) typically rely on Masked Language Modeling (MLM) or Next-Token Prediction (NTP) to learn the "Laws of Nature". While effective at capturing local syntax, these generative para