Search Results for author: Junsung Park

Found 3 papers, 3 papers with code

Interactive Text-to-Image Retrieval with Large Language Models: A Plug-and-Play Approach

1 code implementation5 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.

Image Retrieval Instruction Following +1

Entropy is not Enough for Test-Time Adaptation: From the Perspective of Disentangled Factors

1 code implementation12 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.

Object Pseudo Label +1

DAFA: Distance-Aware Fair Adversarial Training

1 code implementation23 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.

Fairness

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