@article{visionencodersshouldbeimagesizeagnostica, title = {Vision encoders should be image size agnostic and task driven}, author = {Nedyalko Prisadnikov and Danda Pani Paudel and Yuqian Fu and Luc Van Gool}, year = {2025}, eprint = {2508.16317}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.16317}, }