08:15 - 08:30Opening Remarks
Invited Talks
08:30 - 09:00Why should we care if humans and machines have similar representations?Tom Griffiths
09:00 - 09:30Symmetry and UniversalitySophia Sanborn
09:30 - 10:00When representations align: Universality in representation learning dynamicsAndrew Saxe
10:00 - 10:30Coffee Break
10:30 - 11:45Contributed Talks
11:45 - 12:30Panel Discussion
12:30 - 13:45Lunch
Invited Talks
13:45 - 14:15Local and global structure in neural network representationsSimon Kornblith
14:15 - 14:45Reusing pretrained models for learning and unlearning tasksEleni Triantafillou
14:45 - 15:15A rose by any other representation: some questions on the relationship between computation and representationAndrew Lampinen
15:15 - 17:30Poster Session

Mentorship program

The workshop will also offer a mentorship program which will take place during our coffee breaks and lunch, along with casual discussions. This time will serve as an opportunity to conduct research discussions, engage in informal conversations, and introduce a new 1:1 mentoring initiative for junior and senior researchers. Participants can sign up through this form, and we will actively reach out to senior researchers in the community to serve as mentors. We will carefully match mentors and mentees and schedule specific coffee breaks for them to meet in a relaxed environment.