1 code implementation • 5 Jun 2024 • Saehyung Lee, Sangwon Yu, Junsung Park, Jihun Yi, Sungroh Yoon
In this paper, we primarily address the issue of dialogue-form context query within the interactive text-to-image retrieval task.
1 code implementation • 12 Mar 2024 • Jonghyun Lee, Dahuin Jung, Saehyung Lee, Junsung Park, Juhyeon Shin, Uiwon Hwang, Sungroh Yoon
To mitigate it, TTA methods have utilized the model output's entropy as a confidence metric that aims to determine which samples have a lower likelihood of causing error.
Ranked #1 on Test-time Adaptation on ImageNet-C
1 code implementation • 23 Jan 2024 • Hyungyu Lee, Saehyung Lee, Hyemi Jang, Junsung Park, Ho Bae, Sungroh Yoon
The disparity in accuracy between classes in standard training is amplified during adversarial training, a phenomenon termed the robust fairness problem.