SparseQ: Jensen-Shannon Divergence Guided Query Sparsified-Attention with Convolutional Distilling for Medical Image Segmentation

Faisal Saeed, Abdul Rehman, Jie Chen, Muhammad Umair Raza, Khalid Yahya, Theyazn H.H Aldhyani, Inam Ullah

Open source

DOI
10.1109/jbhi.2026.3733872
Published
2026
Container
IEEE Journal of Biomedical and Health Informatics
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Open access
unknown

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BibTeX

@article{allodium:10.1109/jbhi.2026.3733872,
  title = {SparseQ: Jensen-Shannon Divergence Guided Query Sparsified-Attention with Convolutional Distilling for Medical Image Segmentation},
  author = {Faisal Saeed and Abdul Rehman and Jie Chen and Muhammad Umair Raza and Khalid Yahya and Theyazn H.H Aldhyani and Inam Ullah},
  year = {2026},
  journal = {IEEE Journal of Biomedical and Health Informatics},
  doi = {10.1109/jbhi.2026.3733872},
  url = {https://doi.org/10.1109/jbhi.2026.3733872}
}

RIS

TY  - JOUR
TI  - SparseQ: Jensen-Shannon Divergence Guided Query Sparsified-Attention with Convolutional Distilling for Medical Image Segmentation
AU  - Faisal Saeed
AU  - Abdul Rehman
AU  - Jie Chen
AU  - Muhammad Umair Raza
AU  - Khalid Yahya
AU  - Theyazn H.H Aldhyani
AU  - Inam Ullah
PY  - 2026
JO  - IEEE Journal of Biomedical and Health Informatics
DO  - 10.1109/jbhi.2026.3733872
UR  - https://doi.org/10.1109/jbhi.2026.3733872
ER  - 

APA

Saeed, F., Rehman, A., Chen, J., Raza, M. U., Yahya, K., Aldhyani, T. H., & Ullah, I. (2026). SparseQ: Jensen-Shannon Divergence Guided Query Sparsified-Attention with Convolutional Distilling for Medical Image Segmentation. IEEE Journal of Biomedical and Health Informatics. https://doi.org/10.1109/jbhi.2026.3733872

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