Trans. Mach. Learn. Res. · 2026 · Journal article

\textsc{PGO-BEN}: Proxy-Guided Orthogonalization and Beta Ensembling for Few-Shot Domain-Incremental Learning

Samrat Mukherjee, T. Venkateswaran, E. Coleman, L. Quarantiello, J. Hurtado, Vincenzo Lomonaco, Gemma Roig, Subhasis Chaudhuri, Biplab Banerjee

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@article{mukherjee2026textscpgoben,
  title = {\textsc{PGO-BEN}: Proxy-Guided Orthogonalization and Beta Ensembling for Few-Shot Domain-Incremental Learning},
  author = {Samrat Mukherjee and T. Venkateswaran and E. Coleman and L. Quarantiello and J. Hurtado and Vincenzo Lomonaco and Gemma Roig and Subhasis Chaudhuri and Biplab Banerjee},
  year = {2026},
  journal = {Trans. Mach. Learn. Res.},
  url = {https://www.semanticscholar.org/paper/28ab497020720b4131ccc27fed01d7df21a87577},
}