For the contributed talks, the corresponding papers can be viewed in the Accepted Papers page.
Morning Program: 07:00 - 11:00
| 07:00 - 07:10 | Opening remarks |
| 07:10 - 07:40 | Invited Talk 1 (Stefanie Jegelka) Shortcuts and Example Selection in Contrastive Learning |
| 07:40 - 08:10 | Invited Talk 2 (Sanjeev Arora) Self-supervised Learning: What Can Theory Do? |
| 08:10 - 08:40 | Invited Talk 3 (Jie Tang) WuDao: Pretrain the World |
| 08:40 - 09:40 | Poster Session I: posters can be viewed in the Accepted Papers. If interested in a poster, you can click on the corresponding Zoom link. The authors will be presenting their posters in their Zoom. |
| 09:40 - 09:50 | Contributed Talk 1 (Guojun Zhang) $f$-Mutual Information Contrastive Learning |
| 09:50 - 10:00 | Contributed Talk 2 (Ching-Yun Ko) Revisiting Contrastive Learning through the Lens of Neighborhood Component Analysis: an Integrated Framework |
| 10:00 - 10:30 | Invited Talk 4 (Tengyu Ma) Understanding Self-supervised Learning: Analysis and Robustness to Imbalance Dataset |
| 10:30 - 11:00 | Invited Talk 5 (Ian Fischer) Compression and Self-Supervised Learning |
| 11:00 - 12:00 | Lunch Break |
Afternoon Program: 12:00 - 16:30
| 12:00 - 12:30 | Invited Talk 6 (Louis-Philippe Morency) Towards Multimodal AI |
| 12:30 - 13:00 | Invited Talk 7 (Jason Lee) Provable Self-Supervised Learning |
| 13:00 - 13:30 | Invited Talk 8 (Mihaela van der Schaar) Self-supervised Learning for Genomics |
| 13:30 - 14:30 | Poster Session II: posters can be viewed in the Accepted Papers. If interested in a poster, you can click on the corresponding Zoom link. The authors will be presenting their posters in their Zoom. |
| 14:30 - 14:40 | Contributed Talk 3 (Mehdi Azabou) Mine your own view: A self-supervised approach for learning representations of neural activity |
| 14:40 - 14:50 | Contributed Talk 4 (Fangyu Liu) Trans-Encoder: Unsupervised sentence-pair modelling through self-and mutual-distillations |
| 14:50 - 15:00 | Contributed Talk 5 (Jiahong Liu) Enhancing Hyperbolic Graph Embeddings via Contrastive Learning |
| 15:00 - 15:30 | Invited Talk 9 (Samuel Bowman) When Combating Hype, Proceed with Caution |
| 15:30 - 15:35 | Closing remarks |