Youngtaek Oh

Publications

1. 

   Empirical study on using Adapters for debiased Visual Question Answering

   Jae Won Cho, Dawit Mureja Argaw,  Youngtaek Oh, Dong-Jin Kim, In So Kweon

   Computer Vision and Image Understanding (CVIU), 2023

   BIBTEX

   @article{cho2023empirical,
     title = {Empirical study on using Adapters for debiased Visual Question Answering},
     author = {Cho, Jae Won and Argaw, Dawit Mureja and Oh, Youngtaek and Kim, Dong-Jin and Kweon, In So},
     journal = {Computer Vision and Image Understanding (CVIU)},
     year = {2023},
     publisher = {Elsevier}
   }

2. 

   NICE 2023 Zero-shot Image Captioning Challenge

   Taehoon Kim, Pyunghwan Ahn, Sangyun Kim, Sihaeng Lee, Mark Marsden, Alessandra Sala, Seung Hwan Kim, Honglak Lee, Kyounghoon Bae, Bohyung Han, Kyoung Mu Lee, Xiangyu Wu, Yi Gao, Hailiang Zhang, Yang Yang, Weili Guo, Jianfeng Lu,  Youngtaek Oh, Jae Won Cho, Dong-Jin Kim, In So Kweon, Junmo Kim, Wooyoung Kang, Won Young Jhoo, Byungseok Roh, Jonghwan Mun, Solgil Oh, Kenan Emir Ak, Gwang-Gook Lee, Yan Xu, Mingwei Shen, Kyomin Hwang, Wonsik Shin, Kamin Lee, Wonhark Park, Dongkwan Lee, Nojun Kwak, Yujin Wang, Yimu Wang, Tiancheng Gu, Xingchang Lv, Mingmao Sun

   preprint, 2023

   BIBTEX arXiv Code Workshop

   @article{kim2023nice,
     title = {NICE 2023 Zero-shot Image Captioning Challenge},
     author = {Kim, Taehoon and Ahn, Pyunghwan and Kim, Sangyun and Lee, Sihaeng and Marsden, Mark and Sala, Alessandra and Kim, Seung Hwan and Lee, Honglak and Bae, Kyounghoon and Han, Bohyung and Lee, Kyoung Mu and Wu, Xiangyu and Gao, Yi and Zhang, Hailiang and Yang, Yang and Guo, Weili and Lu, Jianfeng and Oh, Youngtaek and Cho, Jae Won and Kim, Dong-Jin and Kweon, In So and Kim, Junmo and Kang, Wooyoung and Jhoo, Won Young and Roh, Byungseok and Mun, Jonghwan and Oh, Solgil and Ak, Kenan Emir and Lee, Gwang-Gook and Xu, Yan and Shen, Mingwei and Hwang, Kyomin and Shin, Wonsik and Lee, Kamin and Park, Wonhark and Lee, Dongkwan and Kwak, Nojun and Wang, Yujin and Wang, Yimu and Gu, Tiancheng and Lv, Xingchang and Sun, Mingmao},
     year = {2023},
     journal = {preprint}
   }

3. 

   Self-Sufficient Framework for Continuous Sign Language Recognition

   Youngjoon Jang,  Youngtaek Oh, Jae Won Cho, Myungchul Kim, Dong-Jin Kim, In So Kweon, Joon Son Chung

   International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023

   Oral presentation, Top 3% recognition of all accepted papers

   BIBTEX Project PDF

   @inproceedings{jang2023self,
     title = {Self-Sufficient Framework for Continuous Sign Language Recognition},
     author = {Jang, Youngjoon and Oh, Youngtaek and Cho, Jae Won and Kim, Myungchul and Kim, Dong-Jin and Kweon, In So and Chung, Joon Son},
     booktitle = {International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
     year = {2023}
   }

4. 

   Signing Outside the Studio: Benchmarking Background Robustness for Continuous Sign Language Recognition

   Youngjoon Jang,  Youngtaek Oh, Jae Won Cho, Dong-Jin Kim, Joon Son Chung, In So Kweon

   British Machine Vision Conference (BMVC), 2022

   BIBTEX Project PDF Code

   @inproceedings{jang2022signing,
     title = {Signing Outside the Studio: Benchmarking Background Robustness for Continuous Sign Language Recognition},
     author = {Jang, Youngjoon and Oh, Youngtaek and Cho, Jae Won and Kim, Dong-Jin and Chung, Joon Son and Kweon, In So},
     booktitle = {British Machine Vision Conference (BMVC)},
     year = {2022}
   }

5. 

   DASO: Distribution-Aware Semantics-Oriented Pseudo-Label for Imbalanced Semi-Supervised Learning

   Youngtaek Oh, Dong-Jin Kim, In So Kweon

   IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022

   BIBTEX Project arXiv PDF Code

   @inproceedings{oh2022daso,
     title = {DASO: Distribution-Aware Semantics-Oriented Pseudo-Label for Imbalanced Semi-Supervised Learning},
     author = {Oh, Youngtaek and Kim, Dong-Jin and Kweon, In So},
     booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
     pages = {9786--9796},
     year = {2022}
   }

6. 

   KSL-Guide: A Large-scale Korean Sign Language Dataset Including Interrogative Sentences for Guiding the Deaf and Hard-of-Hearing

   Soomin Ham, Kibaek Park, Youngjoon Jang,  Youngtaek Oh, Seokmin Yun, Sukwon Yoon, Chang Jo Kim, Han-Mu Park, In So Kweon

   International Conference on Automatic Face and Gesture Recognition (FG), 2021

   BIBTEX HTML Code Website

   @inproceedings{ham2021ksl,
     title = {KSL-Guide: A Large-scale Korean Sign Language Dataset Including Interrogative Sentences for Guiding the Deaf and Hard-of-Hearing},
     author = {Ham, Soomin and Park, Kibaek and Jang, Youngjoon and Oh, Youngtaek and Yun, Seokmin and Yoon, Sukwon and Kim, Chang Jo and Park, Han-Mu and Kweon, In So},
     booktitle = {International Conference on Automatic Face and Gesture Recognition (FG)},
     pages = {1--8},
     year = {2021},
     organization = {IEEE}
   }

7. 

   SideGuide: A Large-scale Sidewalk Dataset for Guiding Impaired People

   {Kibaek Park,  Youngtaek Oh, Soomin Ham, Kyungdon Joo}*, Hyokyoung Kim, Hyoyoung Kum, In So Kweon  (*: equal contributions)

   International Conference on Intelligent Robots and Systems (IROS), 2020

   BIBTEX HTML PDF Code Website

   @inproceedings{park2020sideguide,
     title = {SideGuide: A Large-scale Sidewalk Dataset for Guiding Impaired People},
     author = {Park, Kibaek and Oh, Youngtaek and Ham, Soomin and Joo, Kyungdon and Kim, Hyokyoung and Kum, Hyoyoung and Kweon, In So},
     booktitle = {International Conference on Intelligent Robots and Systems (IROS)},
     pages = {10022--10029},
     year = {2020},
     organization = {IEEE}
   }