1 code implementation • 25 Feb 2024 • Seungwon Seo, Suho Lee, Sangheum Hwang
By doing so, queries and channel-mixing multi-layer perceptron layers of a target model are fine-tuned to target tasks to learn how to effectively exploit rich representations of pretrained models.
1 code implementation • 3 Apr 2023 • Suho Lee, Seungwon Seo, Jihyo Kim, Yejin Lee, Sangheum Hwang
These limitations include a lack of principled ways to determine optimal hyperparameters and performance degradation when the unlabeled target data fail to meet certain requirements such as a closed-set and identical label distribution to the source data.
Source-Free Domain Adaptation Unsupervised Domain Adaptation