@inproceedings{dl-07-1, title = {{Extracting and Composing Robust Features with Denoising Autoencoders}}, author = {Vincent, Pascal and Larochelle, Hugo and Bengio, Yoshua and Manzagol, Pierre-Antoine}, booktitle = {Proceedings of the 25th International Conference on Machine Learning}, year = {2008}, doi = {10.1145/1390156.1390294}, url = {https://www.cs.toronto.edu/~larocheh/publications/icml-2008-denoising-autoencoders.pdf} } @inproceedings{dl-07-2, title = {{Masked Autoencoders Are Scalable Vision Learners}}, author = {He, Kaiming and Chen, Xinlei and Xie, Saining and Li, Yanghao and Dollár, Piotr and Girshick, Ross}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition}, year = {2022}, url = {https://openaccess.thecvf.com/content/CVPR2022/html/He_Masked_Autoencoders_Are_Scalable_Vision_Learners_CVPR_2022_paper.html} } @misc{dl-07-3, title = {{BEiT: BERT Pre-Training of Image Transformers}}, author = {Bao, Hangbo and Dong, Li and Piao, Songhao and Wei, Furu}, howpublished = {arXiv}, year = {2021}, doi = {10.48550/arXiv.2106.08254}, url = {https://arxiv.org/abs/2106.08254} }