A JEPA-Inspired Span-Masked Framework for Language Representation Learning: Revisiting Cosine Similarity and VICReg Regularization

Chatklaw Jareanpon, Khanabhorn Kawattikul

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DOI: 10.3390/app16178530
Published: 08
Container: Applied Sciences
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.3390/app16178530,
  title = {A JEPA-Inspired Span-Masked Framework for Language Representation Learning: Revisiting Cosine Similarity and VICReg Regularization},
  author = {Chatklaw Jareanpon and Khanabhorn Kawattikul},
  year = {2026},
  journal = {Applied Sciences},
  doi = {10.3390/app16178530},
  url = {https://doi.org/10.3390/app16178530}
}

RIS

TY  - JOUR
TI  - A JEPA-Inspired Span-Masked Framework for Language Representation Learning: Revisiting Cosine Similarity and VICReg Regularization
AU  - Chatklaw Jareanpon
AU  - Khanabhorn Kawattikul
PY  - 2026
JO  - Applied Sciences
DO  - 10.3390/app16178530
UR  - https://doi.org/10.3390/app16178530
ER  -

APA

Jareanpon, C., & Kawattikul, K. (2026). A JEPA-Inspired Span-Masked Framework for Language Representation Learning: Revisiting Cosine Similarity and VICReg Regularization. Applied Sciences. https://doi.org/10.3390/app16178530

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doaj · retrieved 2026-09-25T04:05:49.882Z