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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| Introduction 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)]
  
 
* For more information on admission, please visit the [http://convergence.snu.ac.kr homepage of SNU GSCST].  
 
* For more information on admission, please visit the [http://convergence.snu.ac.kr homepage of SNU GSCST].  
  
* 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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* Intro. to MIPAL (appeared in [https://youtu.be/fB0EUWEVvMY BCS-AI@SNU mini-lecture burst series])
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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]]
 
[[file:mipal_main.gif|800px|border|center| caption]]
  
 
== '''News''' ==
 
== '''News''' ==
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* ''' 5 Ph.D. Students are Graduating this August. Many conglatulations to [[Jaeyoung Yoo| Jaeyoung Yoo]], [[Jisoo Jeong| Jisoo Jeong]], [[Hyojin Park| Hyojin Park]], [[John H. Yang| John Yang]] and [[Seonhoon Kim|Seonhoon Kim]]!!!'''
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* ''' Three papers have been accepted in [http://iccv2021.thecvf.com/home ICCV 2021]''' (Object Detection, Weakly-Supervised Object Localization, Class Activation Map)
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* ''' A paper has been accepted in [https://www.iros2021.org/ IROS 2021].''' (3D data augmentation)
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* ''' '[https://openaccess.thecvf.com/content/CVPR2021W/EVW/papers/Lin_Phase_Selective_Convolution_CVPRW_2021_paper.pdf Phase Selective Convolution]' done @[https://www.qualcomm.com/research/artificial-intelligence/ai-research QAIR] got the ''best paper award'' at [https://embeddedvisionworkshop.wordpress.com/ Embedded Vision Workshop @ CVPR2021]'''.
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* ''' A paper has been accepted in [https://www.interspeech2021.org/ InterSpeech 2021].''' (Pruning, Quantization, and Knowledge Distillation)
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* ''' A paper has been accepted in [https://sites.google.com/connect.hku.hk/robustml-2021/home RobustML Workshop @ ICLR2021].''' (Class-imbalanced Semi-supervised Learning)
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* ''' Two papers have been accepted in [http://cvpr2021.thecvf.com/ CVPR 2021].''' (Semi-supervised Object Detection, Video Object Segmentation)
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* ''' We have a paper accepted in [https://2021.ieeeicassp.org/ ICASSP 2021].''' (Personalized Pruning)
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* ''' A paper has been accepted in [https://www.tinyml.org/ TinyML2021].''' (Video Object Segmentation)
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* ''' A paper has been accepted in [https://ieeexplore.ieee.org/document/9343815 IEEE Access].''' (Super-resolution)
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* ''' A joint work with SNU Hospital has been accepted in [https://cjasn.asnjournals.org/ Clinical Journal of the American Society of Nephrology (CJASN)].'''
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* ''' We have a paper accepted in [https://aaai.org/Conferences/AAAI-21/ AAAI 2021]''' (Video QA)
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* In 2020, we have published '''2 AAAI, 2 ECCV, 1 ICML, 1 NeurIPS, 1 WACV, 1 ECAI, 2 CVPRW, 2 ICIP, 1 ICPR''' papers as well as 2 journal papers.
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* ''' A paper has been accepted in [https://ieeexplore.ieee.org/document/9239282 IEEE Access].'''
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* ''' A paper has been accepted in [https://neurips.cc/ NeurIPS 2020].'''
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* ''' Two papers have been accepted in [https://eccv2020.eu/ ECCV 2020].'''
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* ''' A paper has been accepted in [https://www.micc.unifi.it/icpr2020/ ICPR 2020].'''
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* ''' A paper has been accepted in [https://icml.cc/ ICML 2020].'''
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* ''' Two papers have been accepted in [https://2020.ieeeicip.org/ ICIP 2020].'''
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* ''' Two papers have been accepted in [http://cvpr2020.thecvf.com/workshops-schedule CVPRW 2020].'''
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* ''' A paper has been accepted in [http://ecai2020.eu/ ECAI 2020].'''
 
* ''' A paper has been accepted in [http://ecai2020.eu/ ECAI 2020].'''
  
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* ''' 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).
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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.   
 
* 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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* 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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* 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 as well as 2 journal papers ('''IEEE TIP and PR''').
 
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* Two journal papers were published in 2018 ('''IEEE TIP and PR''').
 
* Two journal papers were published in 2018 ('''IEEE TIP and PR''').
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* '''We won the ''[http://convergence.snu.ac.kr/blog/?p=5060 Honorable Mention Award]'' in the [https://posetrack.net/workshops/eccv2018/#challenges POSETRACK CHALLENGE at ECCV2018 workshop].'''
 
* '''We won the ''[http://convergence.snu.ac.kr/blog/?p=5060 Honorable Mention Award]'' in the [https://posetrack.net/workshops/eccv2018/#challenges POSETRACK CHALLENGE at ECCV2018 workshop].'''
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* We participated in the '''[http://www.theroboticschallenge.org/finalist/snu DARPA Robotics Challenge]''', and ranked 12th (2nd among the 3 teams from Korea). '''[https://www.youtube.com/watch?v=41ynO_2GPlM Video available on Youtube]'''.
 
* We participated in the '''[http://www.theroboticschallenge.org/finalist/snu DARPA Robotics Challenge]''', and ranked 12th (2nd among the 3 teams from Korea). '''[https://www.youtube.com/watch?v=41ynO_2GPlM Video available on Youtube]'''.
 
* We, the '''[http://bkplus.smart-humanity.snu.ac.kr/src/ Smart Humanity Research Group]''' at SNU, awarded a '''BK21+ program''' grant funded by Korean Government 2013 and 2015 respectively.  
 
* We, the '''[http://bkplus.smart-humanity.snu.ac.kr/src/ Smart Humanity Research Group]''' at SNU, awarded a '''BK21+ program''' grant funded by Korean Government 2013 and 2015 respectively.  
* [https://aideadlin.es/?sub=ML,CV,NLP,RO,SP,GR '''AI conference deadlines''']
 
* [http://www.guide2research.com/topconf/ '''Top CS Conferences''']
 
 
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* Semantic Sentence Matching
 
* Semantic Sentence Matching
 
* Radar Signal Processing
 
* Radar Signal Processing
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- [https://aideadlin.es/?sub=ML,CV,NLP,RO,SP,GR '''AI conference deadlines'''] <br>
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- [http://www.guide2research.com/topconf/ '''Top CS Conferences''']

Latest revision as of 11:41, 23 July 2021

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

  • Three papers have been accepted in ICCV 2021 (Object Detection, Weakly-Supervised Object Localization, Class Activation Map)
  • A paper has been accepted in IROS 2021. (3D data augmentation)
  • A paper has been accepted in InterSpeech 2021. (Pruning, Quantization, and Knowledge Distillation)
  • Two papers have been accepted in CVPR 2021. (Semi-supervised Object Detection, Video Object Segmentation)
  • We have a paper accepted in ICASSP 2021. (Personalized Pruning)
  • A paper has been accepted in TinyML2021. (Video Object Segmentation)
  • A paper has been accepted in IEEE Access. (Super-resolution)
  • We have a paper accepted in AAAI 2021 (Video QA)

  • In 2020, we have published 2 AAAI, 2 ECCV, 1 ICML, 1 NeurIPS, 1 WACV, 1 ECAI, 2 CVPRW, 2 ICIP, 1 ICPR papers as well as 2 journal papers.
  • 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 as well as 2 journal papers (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


- AI conference deadlines
- Top CS Conferences