Hyeonwoo Noh

Computer Vision Lab
Department of Computer Science and Engineering
POSTECH (Pohang University of Science and Technology)
Advisor : Prof. Bohyung Han

News

  • [December, 2016] Our paper "Image Retrieval with Deep Local Features and Attention-based Keypoints" is now available at arXiv. We empirically show that local descriptor based image retrieval system still ourperforms the global descriptor based one in a large-scale instance retrieval setting and propose a deep local feature based image retrieval algorithm. This work is done during my internship at Google.

  • [October, 2016] I was selected as one of the Microsoft Research Asia Fellows.

  • [June, 2016] I'm doing my internship at Google (LA), 2016/6 - 2016/12.

  • [June, 2016] Our paper entitled "Training Recurrent Answering Units with Joint Loss Minimization for VQA" is now available at arXiv.   [paper] [project page]

  • [March, 2016] Our paper "Image Question Answering using Convolutional Neural Network with Dynamic Parameter Prediction" has been accepted as oral presentation to CVPR 2016   [paper] [project page]

  • [September, 2015] Our paper "Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation" has been accepted as spotlight presentation to NIPS 2015   [paper] [project page].

  • [September, 2015] Our paper "Learning Deconvolution Network for Semantic Segmentation" has been accepted to ICCV 2015   [paper] [project page].

  • [Febrary, 2015] I joined Computer Vision Lab, POSTECH as a Ph.D. student

Education

Industrial Experience

  • Research Intern. Google Inc., Los Angeles, California, USA (June, 2016 - December, 2016)

  • Software Engineer. DMC R&D Center, Samsung Electronics, Korea (July, 2013 - January, 2015)

Publications

Hyeonwoo Noh, Andre Araujo, Jack Sim, Bohyung Han,
In Arxiv
[arXiv preprint]
 

*Seunghoon Hong, *Hyeonwoo Noh, Bohyung Han,
In NIPS 2015 (Acceptance = 82/1838~4.5%)
(* both authors have equal contribution)
[arXiv preprint] [paper] [project page]

 
Hyeonwoo Noh, Seunghoon Hong, Bohyung Han,
In ICCV 2015
[arXiv preprint] [paper] [project page]
 
Hyeonwoo Noh, Bohyung Han,
In ACM Multimedia(MM) 2012
[pdf]
 

Contact Information