Publications

Selected publications

2025

Data-free Universal Adversarial Perturbation with Pseudo-semantic Prior

Chanhui Lee, Yeonghwan Song, Jeany Son

CVPR 2025 [paper]

2024

Pseudo-RIS; Distinctive Pseudo-supervision Generation for Referring Image Segmentation

Seonghoon Yu, Paul Hongsuck Seo+, Jeany Son+ (+Corresponding authors)

ECCV 2024 [paper] [code]

2023

​​Rank-N-Contrast; Learning Continuous Representations for Regression

Kaiwen Zha*, Peng Cao*, Jeany Son, Yuzhe Yang, Dina Katabi

NeurIPS 2023 (Spotlight) [paper] [code]

​​Unsupervised Object Localization with Representer Point Selection

Yeonghwan Song, Seokwoo Jang, Dina Katabi, Jeany Son

ICCV 2023 [paper] [code]

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

Seonghoon Yu, Paul Hongsuck Seo, Jeany Son

CVPR 2023 [paper] [code]

2022

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

Jeany Son

CVPR 2022 [paper]

2021

Weakly Supervised Instance Segmentation by Deep Community Learning

Jaedong Hwang*, Seohyun Kim*, Jeany Son, Bohyung Han

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)

Real-Time MDNet

Ilchae Jung, Jeany Son, Mooyeol Baek, Bohyung Han

ECCV 2018

2017

Multi-Object Tracking with Quadruplet Convolutional Neural Network

Jeany Son, Mooyeol Baek, Minsu Cho, Bohyung Han

CVPR 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

2013

Real-Time Human Tracking with Detection Feedback

Jeany Son, Ilchae Jung, Bohyung Han

Journal of KIISE: Software and Applications, Vol. 40(12), 859-868, 2013

2011

Dynamic Resource Allocation by Ranking SVM for Particle Filter Tracking

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

BMVC 2011

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 (SCI IF:2.136)