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== '''People who are interested in our group or searching for a postdoc position are requested to contact [[Nojun Kwak | Prof. Kwak]] ([mailto:nojunk@snu.ac.kr nojunk@snu.ac.kr]).''' ==  
 
== '''People who are interested in our group or searching for a postdoc position are requested to contact [[Nojun Kwak | Prof. Kwak]] ([mailto:nojunk@snu.ac.kr nojunk@snu.ac.kr]).''' ==  
  
* [[Media: MIPAL_introduction.pdf| Introductioin to MIPAL]] / [http://convergence.snu.ac.kr/main/archives/portfolio-items/%EC%BB%B4%ED%93%A8%ED%84%B0%EC%A7%80%EB%8A%A5-%EB%B0%8F-%ED%8C%A8%ED%84%B4%EC%9D%B8%EC%8B%9D-%EC%97%B0%EA%B5%AC%EC%8B%A4-%EB%B6%80%EA%B5%90%EC%88%98-%EA%B3%BD%EB%85%B8%EC%A4%80-%EC%A0%84%EA%B3%B5?portfolioCats=101%2C102%2C107%2C104 Video Clip] / [[http://scai.snu.ac.kr/ SNU's Center for Artificial Intelligence (SCAI)]
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* [[Media: MIPAL_introduction.pdf| Introductioin to MIPAL]] / [http://convergence.snu.ac.kr/main/archives/portfolio-items/%EC%BB%B4%ED%93%A8%ED%84%B0%EC%A7%80%EB%8A%A5-%EB%B0%8F-%ED%8C%A8%ED%84%B4%EC%9D%B8%EC%8B%9D-%EC%97%B0%EA%B5%AC%EC%8B%A4-%EB%B6%80%EA%B5%90%EC%88%98-%EA%B3%BD%EB%85%B8%EC%A4%80-%EC%A0%84%EA%B3%B5?portfolioCats=101%2C102%2C107%2C104 Video Clip] / [http://scai.snu.ac.kr/ SNU's Center for Artificial Intelligence (SCAI)]
  
[[file:mipal_main.gif|800px|border|center| caption]]  
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* For more information on admission, please visit the [http://convergence.snu.ac.kr homepage of SNU GSCST].
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* From Aug. 2019, prof. Kwak is on his sabbatical leave for [https://www.qualcomm.com/invention/artificial-intelligence/ai-research Qualcomm AI Research], San Diego.
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[[file:mipal_main.gif|800px|border|center| caption]]
  
 
== '''News''' ==
 
== '''News''' ==
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* ''' A paper has been accepted in [http://ecai2020.eu/ ECAI 2020].'''
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* ''' A paper has been accepted in [https://wacv20.wacv.net/ WACV 2020].'''
  
 
* ''' Two papers have been accepted in [https://aaai.org/Conferences/AAAI-20/aaai20call/ AAAI 2020]''' (both oral).
 
* ''' Two papers have been accepted in [https://aaai.org/Conferences/AAAI-20/aaai20call/ AAAI 2020]''' (both oral).
  
* ''' A paper has been accepted in [https://neurips.cc/ NeurIPS 2019]'''.
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* In 2019, we have published '''1 ACL, 1 AAAI, 2 ICCV, 1 NeurIPS, 1 IJCNN, 1 ACML, 2 ICPRAM, 1 RadarConf''' papers as well as 4 journal papers. 
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<!-- * ''' A paper has been accepted in [https://neurips.cc/ NeurIPS 2019]'''.
  
* ''' A paper has been accepted in [http://www.acml-conf.org/2019/ ACML 2019]'''.
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* ''' A paper has been accepted in [http://www.acml-conf.org/2019/ ACML 2019]''' (oral).
  
 
* ''' We have two papers accepted in [http://iccv2019.thecvf.com ICCV 2019]'''.
 
* ''' We have two papers accepted in [http://iccv2019.thecvf.com ICCV 2019]'''.
  
* ''' A paper has been accepted in [http://www.acl2019.org/EN/index.xhtml ACL 2019]'''.
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* ''' A paper has been accepted in [http://www.acl2019.org/EN/index.xhtml ACL 2019]''' (oral).
  
 
* ''' We have a paper accepted in IET Radar, Sonar & Navigation'''.
 
* ''' We have a paper accepted in IET Radar, Sonar & Navigation'''.
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* '''A paper titled '[https://ieeexplore.ieee.org/document/8527636 Nonparametric Estimation of Probabilistic Membership for Subspace Clustering]' was accepted in IEEE Trans. on Cybernetics.'''
 
* '''A paper titled '[https://ieeexplore.ieee.org/document/8527636 Nonparametric Estimation of Probabilistic Membership for Subspace Clustering]' was accepted in IEEE Trans. on Cybernetics.'''
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* In 2018, we have published '''2 CVPR, 2 ECCV, 2 BMVC, 2 NeurIPS and 1 ISMIR''' papers on deep learning and '''2 EuMW and 1 MIKON''' papers on radar signal processing.
 
* In 2018, we have published '''2 CVPR, 2 ECCV, 2 BMVC, 2 NeurIPS and 1 ISMIR''' papers on deep learning and '''2 EuMW and 1 MIKON''' papers on radar signal processing.
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* [http://www.guide2research.com/topconf/ '''Top CS Conferences''']
 
* [http://www.guide2research.com/topconf/ '''Top CS Conferences''']
 
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== '''Research Areas'''==  
 
== '''Research Areas'''==  
* Semi- / Weakly Supervision
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* Un-/ Semi-/ Weakly Supervised Learning
 
* Model Compression
 
* Model Compression
 
* Object Detection
 
* Object Detection
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* Visual Question Answering
 
* Visual Question Answering
 
* Semantic Sentence Matching
 
* Semantic Sentence Matching
 
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* Radar Signal Processing
=== '''For more information on admission, please visit the [http://convergence.snu.ac.kr homepage of SNU GSCST]. ''' ===
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Revision as of 15:05, 15 January 2020

People who are interested in our group or searching for a postdoc position are requested to contact Prof. Kwak (nojunk@snu.ac.kr).

caption

News

  • Two papers have been accepted in AAAI 2020 (both oral).
  • In 2019, we have published 1 ACL, 1 AAAI, 2 ICCV, 1 NeurIPS, 1 IJCNN, 1 ACML, 2 ICPRAM, 1 RadarConf papers as well as 4 journal papers.
  • In 2018, we have published 2 CVPR, 2 ECCV, 2 BMVC, 2 NeurIPS and 1 ISMIR papers on deep learning and 2 EuMW and 1 MIKON papers on radar signal processing.
  • Two journal papers were published in 2018 (IEEE TIP and PR).

Research Areas

  • Un-/ Semi-/ Weakly Supervised Learning
  • Model Compression
  • Object Detection
  • Semantic Segmentation
  • Pose Estimation
  • Image Translation / Synthesis
  • Super Resolution / Image Restoration
  • Reinforcement Learning
  • Visual Question Answering
  • Semantic Sentence Matching
  • Radar Signal Processing