Jin-Hwa Kim
Biointelligence Lab (BI)
Interdisciplinary Program in Cognitive Science
Seoul National University
Seoul 08826, Republic of Korea
  • Office : 417-1, Bldg. 138 
  • Phone : +82-2-880-1847
  • E-mail : jnhwkimsnu.ac.kr
* Last updated on Jun 15 2018
I am PhD candidate under the supervision of Byoung-Tak Zhang at Seoul National University. I am a recipient of a Google PhD Fellowship in Machine Learning (2017). I was a research intern at Facebook AI Research (Menlo Park, CA) under the supervision of Yuandong Tian (Jan 2017-May 2017).
CURRICULUM VITAE
RESEARCH INTERESTS
  • Multimodal Learning
  • Visual Question Answering
  • Visual Dialog
SELECTED PUBLICATIONS

Please see my citations in Google Scholar for the full list.

  • Jin-Hwa Kim, Jaehyun Jun, and Byoung-Tak Zhang, "Bilinear Attention Networks," In arXiv preprint arXiv:1805.07932, 2018. [pdf][poster][code]
  • Sang-Woo Lee, Jin-Hwa Kim, Jaehyun Jun, Jung-Woo Ha, and Byoung-Tak Zhang, "Overcoming Catastrophic Forgetting by Incremental Moment Matching," In Advances in Neural Information Processing Systems 30 (NIPS Spotlight), 2017. [arXiv]
  • Jin-Hwa Kim, Kyoung-Woon On, Woosang Lim, Jeonghee Kim, Jung-Woo Ha, and Byoung-Tak Zhang, "Hadamard Product for Low-rank Bilinear Pooling," In 5th International Conference on Learning Representations (ICLR), 2017 [pdf][arXiv][code]
  • Jin-Hwa Kim, Sang-Woo Lee, Donghyun Kwak, Min-Oh Heo, Jeonghee Kim, Jung-Woo Ha, and Byoung-Tak Zhang, "Multimodal Residual Learning For Visual QA," In Advances in Neural Information Processing Systems 29 (NIPS), 2016. [arXiv][poster][code] (4th place in VQA Challenge)