Dahun Kim Ph.D Candidate Robotics and Computer Vision Lab., KAIST Email: mcahny [at] kaist.ac.kr, mcahny01 [at] gmail.com CV | Google Scholar | Github

I am a Ph.D Candidate at KAIST under professor In So Kweon.

I received B.S. and M.S degree in Electronic Engineering from KAIST in 2016 and 2018 respectively.

• Research Interests

• Deep Learning
  • Video understanding
  • Self supervised learning
  • Weakly supervised learning
• Computer Vision
  • Object recognition
  • Video processing / understanding
  • Image / Video segmentation

• International Publications

	Video Retargeting: Trade-off between Content Preservation and Spatio-temporal Consistency Donghyeon Cho, Yunjae Jung, Francois Rameau, Dahun Kim, Sanghyun Woo and In So Kweon ACM Multimedia (MM), 2019 [PDF]
	Preserving Semantic and Temporal Consistency for Unpaired Video-to-Video Translation Kwanyong Park, Sanghyun Woo, Dahun Kim, Donghyeon Cho, In So Kweon ACM Multimedia (MM), 2019 [PDF]
	Deep Video Inpainting Dahun Kim*, Sanghyun Woo*, Joon-Young Lee, In So Kweon IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019 (* equal contribution) [PDF] [Project page] [Codes]
	Deep Blind Video Decaptioning by Temporal Aggregation and Recurrence Dahun Kim*, Sanghyun Woo*, Joon-Young Lee, In So Kweon IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019 (* equal contribution) [PDF] [Project page] [Codes]
	Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles Dahun Kim, Donghyeon Cho, In So Kweon Association for the Acvancement of Artificial Intelligence (AAAI), 2019 (Oral) [PDF]
	Discriminative Feature Learning for Unsupervised Video Summarization Yunjae Jung, Donghyeon Cho, Dahun Kim, Sanghyun Woo, In So Kweon Association for the Acvancement of Artificial Intelligence (AAAI), 2019 (Oral) [PDF]
	LinkNet: Relational Embedding for Scene Graph Sanghyun Woo*, Dahun Kim*, Donghyeon Cho, In So Kweon Neural Information Processing Systems (NIPS), 2018 (* equal contribution) [PDF]
	Learning Image Representations by Completing Damaged Jigsaw Puzzles Dahun Kim, Donghyeon Cho, Donggeun Yoo, In So Kweon IEEE Winter Conference on Application of Computer Vision (WACV), 2018 (Oral) [PDF]
	Two Phase Learning for Weakly Supervised Object Localization Dahun Kim, Donghyeon Cho, Donggeun Yoo, In So Kweon IEEE International Conference on Computer Vision (ICCV), 2017 [PDF]

• Academic Activities

• Reviewer
  • IEEE International Conference on Computer Vision (ICCV) 2019.

• Awards & Honors

• Awards
  • Honorable Mention, 25th HumanTech Paper Award, Samsung Electronics Co., Ltd. ($2,000), Feb 2019.
  • Bronze Prize, Best Paper Award, 25th IPIU 2019, Feb 2019.
  • 1st Place Winner in ECCV Chalearn LAP 2018 challenge track 2, Sep 2018.[PDF]
• Honors
  • International Computer Vision Summer School (ICVSS 2018), Jul 2018.
  • Global Ph.D Fellowshp, National Research Foundation of Korea (about $20,000 + Full scholarship per year for 2+1 years).