Publications
Selected publications
2023
Rank-N-Contrast; Learning Continuous Representations for Regression
Kaiwen Zha*, Peng Cao*, Jeany Son, Yuzhe Yang, Dina Katabi
NeurIPS 2023 (Spotlight)
Unsupervised Object Localization with Representer Point Selection
Yeonghwan Song, Seokwoo Jang, Dina Katabi, Jeany Son
ICCV 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
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) [paper]
Real-Time MDNet
Ilchae Jung, Jeany Son, Mooyeol Baek, Bohyung Han
ECCV 2018 [paper] [code] [project page]
2017
Multi-Object Tracking with Quadruplet Convolutional Neural Network
Jeany Son, Mooyeol Baek, Minsu Cho, Bohyung Han
CVPR 2017 [paper] [results]
Superpixel-based Tracking-by-Segmentation using Markov Chains
Donghun Yeo, Jeany Son, Bohyung Han, Joonhee Han
CVPR 2017 [paper]
2015
Tracking-by-Segmentation with Online Gradient Boosting Decision Tree
Jeany Son, Ilchae Jung, Kayoung Park, Bohyung Han
ICCV 2015 [paper] [project page]
2014
Object Localization based on Structural SVM using Privileged Information
Jan Feyereisl, Suha Kwak, Jeany Son, Bohyung Han
NIPS 2014 [paper]
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 [paper]
2010
Stitching of Microscopic Images for Quantifying Neuronal Growth and Spine Plasticity
Soo-Min Song, Jeany Son, Myoung-Hee Kim
ISVC 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)
2009
Dendritic Spine Detection using Tree-like Structure of Neurons
Jeany Son, Soo-min Song, Myoung-Hee Kim
The 12th Korea-German Joint Workshop on Advanced Medical Image Processing, 2009