Rethinking the Mixture of Vision Encoders Paradigm for Enhanced Visual Understanding in Multimodal LLMs

Mozhgan Nasr Azadani, James Riddell, Sean Sedwards, Krzysztof Czarnecki 0001. Rethinking the Mixture of Vision Encoders Paradigm for Enhanced Visual Understanding in Multimodal LLMs. Trans. Mach. Learn. Res., 2026, 2026. [doi]

@article{AzadaniRSC26,
  title = {Rethinking the Mixture of Vision Encoders Paradigm for Enhanced Visual Understanding in Multimodal LLMs},
  author = {Mozhgan Nasr Azadani and James Riddell and Sean Sedwards and Krzysztof Czarnecki 0001},
  year = {2026},
  url = {https://openreview.net/forum?id=tgnTVmRybs},
  researchr = {https://researchr.org/publication/AzadaniRSC26},
  cites = {0},
  citedby = {0},
  journal = {Trans. Mach. Learn. Res.},
  volume = {2026},
}