Jeany Son | GIST

I am an assistant professor in AI Graduate School at GIST. Before joining GIST, I was a Researcher at the Intelligent Convergence Research Laboratory, ETRI. I had been a postdoctoral researcher in the Computer Vision Lab. at the Seoul National University. I received my Ph.D. degree from POSTECH, under the supervision of Prof. Bohyung Han and Minsu Cho, and B.S. and M.S degrees from the Department of Computer Science and Engineering at Ewha Womans University.

My research interests lie in the intersection of computer vision, machine learning and deep learning, which include visual tracking, object detection, semantic/instance/panoptic segmentation, and learning with minimal or no supervision by human.

[2023/11] I received an Outstanding Teaching Award from GIST

[2023/9] I serve as an area chair in CVPR2024.

[2023/9] one paper is accepted as a spotlight to NeurIPS2023.

[2023/7] one paper is accepted to ICCV2023.

[2023/3] one paper is accepted to CVPR2023.

[2022/3] one paper is accepted to CVPR2022.

[2021/9] I was selected as an Outstanding Reviewer at ICCV2021.

Selected Publications

2023

Rank-N-Contrast: Learning Continuous Representations for Regression

Kaiwen Zha*, Peng Cao*, Jeany Son, Yuzhe Yang, Dina Katabi (*equal contribution)
NeurIPS 2023 (Spotlight)

2023

Unsupervised Object Localization with Representer Point Selection

Yeonghwan Song, Seokwoo Jang, Dina Katabi, Jeany Son
ICCV 2023

2023

Zero-shot Referring Image Segmentation with Global-Local Context Features

Seonghoon Yu, Paul Hongsuck Seo, Jeany Son
CVPR 2023

2022

Contrastive Learning for Space-Time Correspondences via Self-cycle Consistency

Jeany Son
CVPR 2022

2021

Weakly Supervised Instance Segmentation by Deep Community Learning

Jaedong Hwang*, Seohyun Kim*, Jeany Son, Bohyung Han (*equal contribution)
WACV 2021

2018

Forget & Diversify: Regularized Refinement for Weakly Supervised Object Detection

Jeany Son, Daniel Kim, Solae Lee, Suha Kwak, Minsu Cho, Bohyung Han
ACCV 2018 (oral)

2018

Real-Time MDNet

Ilchae Jung, Jeany Son, Mooyeol Baek, Bohyung Han
ECCV 2018

2017

Multi-Object Tracking with Quadruplet Convolutional Neural Networks

Jeany Son, Mooyeol Baek, Minsu Cho, Bohyung Han
CVPR 2017

2017

Superpixel-based Tracking-by-Segmentation using Markov Chains

Donghun Yeo, Jeany Son, Bohyung Han, Joonhee Han
CVPR 2017

2015

Tracking-by-Segmentation with Online Gradient Boosting Decision Tree

Jeany Son, Ilchae Jung, Kayoung Park, Bohyung Han
ICCV 2015

2014

Object Localization based on Structural SVM using Privileged Information

Jan Feyereisl, Suha Kwak, Jeany Son, Bohyung Han
NIPS 2014

2011

Dynamic Resource Allocation by Ranking SVM for Particle Filter Tracking

Chang-Kyu Song, Jeany Son, Suha Kwak, Bohyung Han
BMVC 2011

2010

Stitching of Microscopic Images for Quantifying Neuronal Growth and Spine Plasticity

Soo-Min Song, Jeany Son, Myoung-Hee Kim
ISVC 2010

2010

Morphological Change Tracking of Dendritic Spines based on Structural Features

Jeany Son, Soo-Min Song, Su-Ho Lee, Sung-Hoe Chang, Myoung-Hee Kim
Journal of Microscopy, Vol.241, No.3, 2010

Address: GIST, Dasan #509, 123 Cheomdangwagi-ro, Buk-gu, Gwangju, 61005, Korea

E-mail: jeany(at)gist(dot)ac(dot)kr
Tel: +82-62-715-6381