Bohyung Han

News

Postdoc position available:

• (04/2018) I am looking for a postdoc who has a strong record in computer vision and machine learning. If you are interested, contact me via e-mail (bhhan (at) snu.ac.kr). For details, please refer to this posting.

NIPS 2018:

• (04/2018) I will be serving as an Area Chair in NIPS 2018.

ACCV 2018:

• (03/2018) I will be serving as an Area Chair in ACCV 2018.

New Position:

• (03/2018) I joined Dept. of Electrical and Computer Engineering at Seoul National University.

CVPR 2018

• (03/2018) Our challenge is introduced in Google Research Blog.
• (02/2018) I have a paper about weakly supervised temporal action localization accepted in CVPR 2018.
• (02/2018) The challenge is open now! Please visit our website.
• (12/2017) I am organizing Large-Scale Landmark Recognition: A Challenge (Landmarks) Workshop in conjunction with CVPR 2018. 

IJCAI 2018:

• (01/2018) I will be serving as a Senior Program Committee in IJCAI 2018.

Education

• Ph.D. in Computer Science, University of Maryland, College Park, MD, USA, 12/2005
• M.S. in Computer Engineering, Seoul National University, Seoul, Korea, 08/2000
• B.S. in Computer Engineering, Seoul National University, Seoul, Korea, 02/1997

Selected Recent Publication [Full list]

• Phuc Nguyen*, Ting Liu*, Gautam Prasad, and Bohyung Han, Weakly Supervised Action Localization by Sparse Temporal Pooling Network, to appear in CVPR 2018 (* indicates equal contribution.)
• Yoonho Hwang, Mooyeol Baek, Saehoon Kim, Bohyung Han, and Hee-Kap Ahn, Product Quantized Translation for Fast Nearest Neighbor Search, in AAAI 2018
• Hyeonwoo Noh, Tackgeun You, Jonghwan Mun, and Bohyung Han, Regularizing Deep Neural Networks by Noise: Its Interpretation and Optimization, in NIPS 2017 
• Paul Hongsuck Seo, Andreas Lehrmann, Bohyung Han, and Leonid Sigal, Visual Reference Resolution using Attention Memory for Visual Dialog, in NIPS 2017 
• Hyeonwoo Noh, Andre Araujo, Jack Sim, Tobias Weyand, and Bohyung Han, Large-Scale Image Retrieval with Attentive Deep Local Features, in ICCV 2017 [Project page] 
• Jonghwan Mun*, Paul Hongsuck Seo*, Ilchae Jung, and Bohyung Han, MarioQA: Answering Questions by Watching Gameplay Videos, in ICCV 2017 [Project page] 
• Seunghoon Hong, Donghun Yeo, Suha Kwak, Honglak Lee, and Bohyung Han, Weakly Supervised Semantic Segmentation using Web-Crawled Videos, in CVPR 2017 Spotlight presentation 
• Bohyung Han, Jack Sim, and Hartwig Adam, BranchOut: Regularization for Online Ensemble Tracking with Convolutional Neural Networks, in CVPR 2017 [Poster, Results]
• Jeany Son, Mooyeol Baek, Minsu Cho, and Bohyung Han, Multi-Object Tracking with Quadruplet Convolutional Neural Networks, in CVPR 2017 
• Donghun Yeo, Jeany Son, Bohyung Han, and Joon H. Han, Superpixel-based Tracking-by-Segmentation using Markov Chains, in CVPR 2017 
• Suha Kwak, Seunghoon Hong, and Bohyung Han, Weakly Supervised Semantic Segmentation using Superpixel Pooling Network, in AAAI 2017 Oral presentation
• Jonghwan Mun, Minsu Cho, and Bohyung Han, Text-Guided Attention Model for Image Captioning, in AAAI 2017 Oral presentation
• Seunghoon Hong, Jonghyun Choi, Jan Feyereisl, Bohyung Han, and Larry S. Davis, Joint Image Clustering and Labeling by Matrix Factorization, IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(7), 1411-1424, 2016
• Hyeonseob Nam*, Mooyeol Baek*, and Bohyung Han, Modeling and Propagating CNNs in a Tree Structure for Visual Tracking, arXiv:1608.07242, 2016 The Winner of VOT 2016 Challenge 
• Hyeonwoo Noh, Paul Hongsuck Seo, and Bohyung Han, Image Question Answering using Convolutional Neural Network with Dynamic Parameter Prediction, in CVPR 2016 Oral presentation [Project page] 
• Yong-Deok Kim, Taewoong Jang, Bohyung Han, Seungjin Choi, Learning to Select Pre-trained Deep Representations with Bayesian Evidence Framework, in CVPR 2016 Oral presentation 
• Seunghoon Hong, Junhyuk Oh, Bohyung Han, and Honglak Lee, Learning Transferrable Knowledge for Semantic Segmentation with Deep Convolutional Neural Network, in CVPR 2016 Spotlight presentation [Project page] 
• Hyeonseob Nam and Bohyung Han, Learning Multi-Domain Convolutional Neural Networks for Visual Tracking, in CVPR 2016 The winner of VOT2015 challenge [Project page] 

Advising

• Graduate Students: 
  • @POSTECH: Jeany Son, Ilchae Jung, Tack Geun You, Jonghwan Mun, Moo-Yeol Baek, Hyeonwoo Noh, Woong Gi Chang, Paul Hongsuck Seo, Wonsuk Lee, Daniel Kim, Sunwoo Oh
  • @SNU: Seonguk Seo, Minsoo Kang
• Undergraduate Students:
• Alumni
  • Jan Feyereisl (PostDoc; now at GoodAI)
  • Donghun Yeo (Ph.D.; 2017; now at Stradvision)
  • Seunghoon Hong (Ph.D.; 2017; now PostDoc at University of Michigan)
  • Suha Kwak (Ph.D.; 2014; now Assistant Professor at POSTECH)
  • Taegyu Lim (Ph.D.; 2012; now at Samsung Electronics)
  • Solae Lee (MS; 2018; now at Samsung Electronics)
  • Chanmi You (MS; 2017; now at Naver Labs.)
  • Hyeonseob Nam (MS; 2016; now at Lunit)
  • Kayoung Park (MS; 2015; now at ADD)
  • Inveom Kwak (MS; 2014; now Ph.D. student in CITE at POSTECH)
  • Suna Kim (MS; 2013; now at ADD)
  • Hyeonwoo Noh (undergraduate student; now at POSTECH)
  • Changkyu Song (undergraduate student; now Ph.D. student at Rutgers)

Professional Service

• Conference/workshop organizer: ICCV 2019 (tutorial chair), Landmark@CVPR2018, DTCE 2012 (organizing chair), ACCV 2014 (demo chair)
• Area chair: NIPS (2015, 2018), ICCV (2015, 2017), CVPR 2017, ACCV (2012, 2014, 2016, 2018), WACV (2014, 2017), ACML 2016, AVSS 2018
• Senior Program Committee: IJCAI (2018)
• Program committee: ICML (2018), ICLR (2018), NIPS (2016, 2017), CVPR (2007-2016, 2018), ICCV (2007, 2009, 2011, 2013), ECCV (2010, 2012, 2014, 2018), AISTATS (2017, 2018), ACCV (2009, 2010), AAAI (2016), IJCAI (2013), 3DV (2015), ICME (2013, 2014), PSIVT (2013)
• Journal Associate Editor: Computer Vision and Image Understanding, Machine Vision and Applications, IPSJ Trans. on Computer Vision and Applications
• Journal reviewer: TPAMI, IJCV, CVIU, TIP, IVC, TCSVT, TSP, TNNLS, T-IFS, JVCI, etc.