@article{atrainingfreetaskagnosticframeworkforenh, title = {A Training-Free, Task-Agnostic Framework for Enhancing MLLM Performance on High-Resolution Images}, author = {Jaeseong Lee and Yeeun Choi and Heechan Choi and Hanjung Kim and Seonjoo Kim}, year = {2025}, eprint = {2507.10202}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.10202}, }