A Deep Neural Network Framework for Multivalued Mapping Problems with Varying Cardinality and Its Applications to Imaging

Geng Li, Di Qiu, Lok Ming Lui. A Deep Neural Network Framework for Multivalued Mapping Problems with Varying Cardinality and Its Applications to Imaging. SIAM J. Imaging Sciences, 19(1):140-176, 2026. [doi]

@article{LiQL26,
  title = {A Deep Neural Network Framework for Multivalued Mapping Problems with Varying Cardinality and Its Applications to Imaging},
  author = {Geng Li and Di Qiu and Lok Ming Lui},
  year = {2026},
  doi = {10.1137/24m1716744},
  url = {https://doi.org/10.1137/24m1716744},
  researchr = {https://researchr.org/publication/LiQL26},
  cites = {0},
  citedby = {0},
  journal = {SIAM J. Imaging Sciences},
  volume = {19},
  number = {1},
  pages = {140-176},
}