We’d like to invite you to submit to the NeurIPS 2021 Workshop on Distribution Shifts. Our workshop will be broadly about distribution shifts, and we will focus on bringing together applications and methods to facilitate discussion on real-world distribution shifts. The deadline to submit papers is on October 8, with an option to sign up for the mentorship program by late September. Please see the workshop website https://sites.google.com/view/distshift2021/ for the full information, and feel free to reach out to distshift-workshop-2021@googlegroups.com if you have any questions. Thank you!