Search Results for author: Nokyung Park

Found 5 papers, 2 papers with code

EGTR: Extracting Graph from Transformer for Scene Graph Generation

1 code implementation2 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.

Graph Generation Multi-Task Learning +6

InstructBooth: Instruction-following Personalized Text-to-Image Generation

no code implementations4 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.

Instruction Following Text-to-Image Generation

Clustering-based Image-Text Graph Matching for Domain Generalization

no code implementations4 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.

Clustering Domain Generalization +2

Grounding Visual Representations with Texts for Domain Generalization

1 code implementation21 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.

Domain Generalization

A Framework for Recognizing and Estimating Human Concentration Levels

no code implementations23 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.

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