MR-Pruner: Training-free Multi-resolution Visual Token Pruning for Multi-modal Large Language Models

Seunghoon Han, Hyewon Lee, Soyoung Park, Jong-Ryul Lee, Sungsu Lim. MR-Pruner: Training-free Multi-resolution Visual Token Pruning for Multi-modal Large Language Models. In IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2026, Tucson, AZ, USA, March 6-10, 2026. pages 1084-1093, IEEE, 2026. [doi]

@inproceedings{HanLPLL26,
  title = {MR-Pruner: Training-free Multi-resolution Visual Token Pruning for Multi-modal Large Language Models},
  author = {Seunghoon Han and Hyewon Lee and Soyoung Park and Jong-Ryul Lee and Sungsu Lim},
  year = {2026},
  doi = {10.1109/WACV61042.2026.00112},
  url = {https://doi.org/10.1109/WACV61042.2026.00112},
  researchr = {https://researchr.org/publication/HanLPLL26},
  cites = {0},
  citedby = {0},
  pages = {1084-1093},
  booktitle = {IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2026, Tucson, AZ, USA, March 6-10, 2026},
  publisher = {IEEE},
  isbn = {979-8-3315-5511-5},
}