@article{learning1dcausalvisualrepresentationwith, title = {Learning 1D Causal Visual Representation with De-focus Attention Networks}, author = {Chenxin Tao and Xizhou Zhu and Shiqian Su and Lewei Lu and Changyao Tian and Xuan Luo and Gao Huang and Hongsheng Li and Yu Qiao and Jie zhou and Jifeng Dai}, year = {2024}, eprint = {2406.04342}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2406.04342v1}, }