@article{CTT100905175,
  author = {Mila - Quebec AI Institute and Université de Montréal and Independent Researcher and University of Tsukuba and Rio Yokota and Kohta Ishikawa and Ikuro Sato and Ioannis Mitliagkas},
  title = {Empirical Study on Optimizer Selectionfor Out-of-Distribution GeneralizationAbstract},
  journal = {Transactions on Machine Learning Research},
  year = 2023,
}

@inproceedings{CTT100906352,
  author = {Tomoya Takahashi and Shingo Yashima and Kohta Ishikawa and Ikuro Sato and Rio Yokota},
  title = {Pixel-level Contrastive Learning of Driving Videos with Optical Flow},
  booktitle = {Proc. CVPR workshop 2023},
  year = 2023,
}