[Fine-Tuning can Distort Pretrained Features and Underperform Out-of-Distribution.](https://arxiv.org/abs/2202.10054)<br>
*[Fine-Tuning can Distort Pretrained Features and Underperform Out-of-Distribution.](https://arxiv.org/abs/2202.10054)<br>
Ananya Kumar, Aditi Raghunathan, Robbie Jones, Tengyu Ma, Percy Liang. International Conference on Learning Representations, (ICLR Oral) 2022.
[Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation.](https://arxiv.org/abs/2204.00570)<br>
*[Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation.](https://arxiv.org/abs/2204.00570)<br>
Kendrick Shen, Robbie Jones, Ananya Kumar, Sang Michael Xie, Jeff Z. HaoChen, Tengyu Ma, Percy Liang. International Conference on Machine Learning (ICML Long Talk) 2022