Yunjae Jung

Ph.D. Student

Robotics and Computer Vision Lab.

Korea Advanced Institute of Science and Technology (KAIST)

yun9298a [at] kaist.ac.kr

yun9298a [at] gmail.com

[CV] [Google Scholar]

I am a Ph.D. Student in Robotics and Computer Vision Lab at Korea Advanced Institute of Science and Technology (KAIST). Prof. In so Kweon is my adviser at KAIST. I received B.S. and M.S. degrees in electrical and electronic engineering from Sogang University and KAIST, in 2018 and 2019 respectively.


Research Interests

Computer Vision, Deep learning

Video Recognition (Action Recognition, Scene Recognition)

Visual Reasoning (Video Summarization, Visual Storytelling)

Self-supervised learning, Unsupervised learning

Publication

2021

Single-Modal Entropy based Active Learning for Visual Question Answering

Dong-Jin Kim*, Jae Won Cho*, Jinsoo Choi, Yunjae Jung, In So Kweon

British Machine Vision Conference (BMVC), 2021




MCDAL: Maximum Classifier Discrepancy for Active Learning

Jae Won Cho*, Dong-Jin Kim*, Yunjae Jung, In So Kweon

IEEE Transactions on Neural Networks and Learning Systems (TNNLS), Accepted


2020

Hide-and-Tell: Learning to Bridge Photo Streams for Visual Storytelling

Yunjae Jung, Dahun Kim, Sanghyun Woo, Kyungsu Kim, Sungjin Kim, In So KweonAssociation for the Advancement of Artificial Intelligence (AAAI), 2020

Global-and-Local Relative Position Embedding for Unsupervised Video Summarization

Yunjae Jung, Donghyeon Cho, Sanghyun Woo, In So Kweon European Conference on Computer Vision (ECCV), 2020

2019

Video Retargeting: Trade-off between Content Preservation and Spatio-temporal Consistency

Donghyeon Cho, Yunjae Jung, Francois Rameau, Dahun Kim, Sanghyun Woo and In So KweonACM Multimedia (MM), 2019

Discriminative Feature Learning for Unsupervised Video Summarization

Yunjae Jung, Donghyeon Cho, Dahun Kim, Sanghyun Woo, In So KweonAssociation for the Advancement of Artificial Intelligence (AAAI), 2019 (Oral)Received Honorable Mention, 25th HumanTech Paper Award, Samsung Electronics Co., Ltd.

Awards

Honorable Mention, 25th HumanTech Paper Award, Samsung Electronics Co., Ltd. ($2,000), Feb 2019