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