A Light Bilevel Refinement Aligns Self-Supervised Representations for Stronger Task-Specific Learning.

arXiv:2609.33424v1 Announce Type: cross Abstract: Self-supervised pretraining learns representations that are broadly transferable across downstream tasks, yet direct fine-tuning can be suboptimal due to misalignment between self-supervised and downstream task