Search Results for author: Jonghun Park

Found 5 papers, 3 papers with code

e-CLIP: Large-Scale Vision-Language Representation Learning in E-commerce

no code implementations1 Jul 2022 Wonyoung Shin, Jonghun Park, Taekang Woo, Yongwoo Cho, Kwangjin Oh, Hwanjun Song

Understanding vision and language representations of product content is vital for search and recommendation applications in e-commerce.

Attribute Attribute Extraction +3

Learning a Word-Level Language Model with Sentence-Level Noise Contrastive Estimation for Contextual Sentence Probability Estimation

no code implementations14 Mar 2021 Heewoong Park, Sukhyun Cho, Jonghun Park

While word-level language models (LMs) have been widely adopted for computing the joint probabilities of word sequences, they have difficulty in capturing a context long enough for sentence probability estimation (SPE).

Language Modelling Multiple-choice +1

A Body Part Embedding Model With Datasets for Measuring 2D Human Motion Similarity

1 code implementation2 Mar 2021 Jonghyuk Park, Sukhyun Cho, Dongwoo Kim, Oleksandr Bailo, Heewoong Park, Sanghoon Hong, Jonghun Park

Furthermore, in order to compute the motion similarity from these datasets, we propose a deep learning model that produces motion embeddings suitable for measuring the similarity between different motions of each human body part.

Action Analysis Action Recognition +1

Image-to-Image Retrieval by Learning Similarity between Scene Graphs

1 code implementation29 Dec 2020 Sangwoong Yoon, Woo Young Kang, Sungwook Jeon, SeongEun Lee, Changjin Han, Jonghun Park, Eun-Sol Kim

Based on this idea, we propose a novel approach for image-to-image retrieval using scene graph similarity measured by graph neural networks.

Graph Similarity Image Retrieval +3

A Bi-directional Transformer for Musical Chord Recognition

1 code implementation5 Jul 2019 Jonggwon Park, Kyoyun Choi, Sungwook Jeon, Dokyun Kim, Jonghun Park

It turns out that the model was able to divide segments of chords by utilizing adaptive receptive field of the attention mechanism.

Chord Recognition Descriptive

Cannot find the paper you are looking for? You can Submit a new open access paper.