@article{mapleselfsupervisedlearningenhancednonli, title = {MAPLE: Self-Supervised Learning-Enhanced Nonlinear Dimensionality Reduction for Visual Analysis}, author = {Zeyang Huang and Takanori Fujiwara and Angelos Chatzimparmpas and Wandrille Duchemin and Andreas Kerren}, year = {2026}, eprint = {2601.20173}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.20173}, }