Jin-Hwa Kim

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).

My homepage is moved to wityworks.com!

CURRICULUM VITAE

September 2017

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)

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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).
My homepage is moved to wityworks.com!
CURRICULUM VITAE September 2017
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)
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