1 code implementation • 2 Apr 2024 • Jinbae Im, Jeongyeon Nam, Nokyung Park, HyungMin Lee, Seunghyun Park
We propose a lightweight one-stage SGG model that extracts the relation graph from the various relationships learned in the multi-head self-attention layers of the DETR decoder.
no code implementations • 4 Dec 2023 • Daewon Chae, Nokyung Park, Jinkyu Kim, Kimin Lee
In this work, we introduce InstructBooth, a novel method designed to enhance image-text alignment in personalized text-to-image models without sacrificing the personalization ability.
no code implementations • 4 Oct 2023 • Nokyung Park, Daewon Chae, Jeongyong Shim, Sangpil Kim, Eun-Sol Kim, Jinkyu Kim
However, they use pivot embedding in global manner (i. e., aligning an image embedding with sentence-level text embedding), not fully utilizing the semantic cues of given text description.
1 code implementation • 21 Jul 2022 • Seonwoo Min, Nokyung Park, Siwon Kim, Seunghyun Park, Jinkyu Kim
In this work, we advocate for leveraging natural language supervision for the domain generalization task.
no code implementations • 23 Apr 2021 • Woodo Lee, Jakyung Koo, Nokyung Park, Pilgu Kang, Jeakwon Shim
One of the major tasks in online education is to estimate the concentration levels of each student.