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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| | + | * [[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)] |
− | [ | + | * 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. | |
+ | [[file:mipal_main.gif|800px|border|center| caption]] | ||
+ | == '''News''' == | ||
+ | * ''' A paper has been accepted in [http://ecai2020.eu/ ECAI 2020].''' | ||
− | + | * ''' 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]'''. | + | * 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. |
+ | <!-- * ''' 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]'''. | + | * ''' 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]'''. | + | * ''' 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.''' | ||
+ | --> | ||
* 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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* '''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].''' | ||
− | |||
<!-- * '''We have two papers accepted in [https://nips.cc/ NIPS 2018].''' | <!-- * '''We have two papers accepted in [https://nips.cc/ NIPS 2018].''' | ||
* '''We have two papers accepted in [https://eccv2018.org/ ECCV 2018].''' | * '''We have two papers accepted in [https://eccv2018.org/ ECCV 2018].''' | ||
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* '''We have two papers accepted in [http://www.eumweek.com/ EuMW 2018].''' | * '''We have two papers accepted in [http://www.eumweek.com/ EuMW 2018].''' | ||
* '''We have two papers accepted in [http://cvpr2018.thecvf.com/ CVPR 2018].''' | * '''We have two papers accepted in [http://cvpr2018.thecvf.com/ CVPR 2018].''' | ||
− | * 우리랩 이상국, 김대식, 이명기, 손성준, 박규태 학생이 설립한 [https://www.vdotdo.ai/ V.DO]가 NAVER 투자를 받았습니다. ([http://m.news.naver.com/read.nhn?mode=LSD&sid1=001&oid=468&aid=0000326209 관련기사]) | + | * 우리랩 이상국, 김대식, 이명기, 손성준, 박규태 학생이 설립한 [https://www.vdotdo.ai/ V.DO]가 NAVER 투자를 받았습니다. ([http://m.news.naver.com/read.nhn?mode=LSD&sid1=001&oid=468&aid=0000326209 관련기사]) |
− | + | ||
* MIPAL is affiliated with '''[http://scai.snu.ac.kr/ SNU's Center for Artificial Intelligence (SCAI)]''' | * MIPAL is affiliated with '''[http://scai.snu.ac.kr/ SNU's Center for Artificial Intelligence (SCAI)]''' | ||
− | |||
* 우리랩 학생들이 3개의 회사를 창업했습니다. ([http://www.alcherainc.com/ Alchera], [https://www.nalbi.ai/ Nalbi], [https://www.vdotdo.ai/ V.DO]) | * 우리랩 학생들이 3개의 회사를 창업했습니다. ([http://www.alcherainc.com/ Alchera], [https://www.nalbi.ai/ Nalbi], [https://www.vdotdo.ai/ V.DO]) | ||
− | |||
* 우리랩 이명기, 손성준, 박규태 학생이 이끈 V.DO team이 [https://www.kaggle.com/c/data-science-bowl-2017/leaderboard Kaggle Data Science Bowl 2017]에 참가하여 총 1972팀 중 35위를 거두었습니다. (국내 팀들 중 1위) | * 우리랩 이명기, 손성준, 박규태 학생이 이끈 V.DO team이 [https://www.kaggle.com/c/data-science-bowl-2017/leaderboard Kaggle Data Science Bowl 2017]에 참가하여 총 1972팀 중 35위를 거두었습니다. (국내 팀들 중 1위) | ||
− | |||
* [http://news.naver.com/main/read.nhn?mode=LSD&mid=shm&sid1=102&oid=030&aid=0002461212 전자신문 2016년 3월 18일자 곽노준 교수 관련 기사] | * [http://news.naver.com/main/read.nhn?mode=LSD&mid=shm&sid1=102&oid=030&aid=0002461212 전자신문 2016년 3월 18일자 곽노준 교수 관련 기사] | ||
− | |||
* 우리 랩 '''이상국''' ([[Sang-Kuk Lee]]) 학생이 이끄는 마이크로미러팀이 [http://m.news.naver.com/read.nhn?mode=LSD&mid=sec&sid1=102&oid=015&aid=0003537914 '''서울대학교 창업경진대회 대상'''] 을 수상했습니다. | * 우리 랩 '''이상국''' ([[Sang-Kuk Lee]]) 학생이 이끄는 마이크로미러팀이 [http://m.news.naver.com/read.nhn?mode=LSD&mid=sec&sid1=102&oid=015&aid=0003537914 '''서울대학교 창업경진대회 대상'''] 을 수상했습니다. | ||
− | |||
* [http://dyros.snu.ac.kr DYROS Lab]과 함께 '''진라면 광고'''를 찍었습니다. ([http://isplus.live.joins.com/news/article/article.asp?total_id=19152356&cloc 관련기사]) | * [http://dyros.snu.ac.kr DYROS Lab]과 함께 '''진라면 광고'''를 찍었습니다. ([http://isplus.live.joins.com/news/article/article.asp?total_id=19152356&cloc 관련기사]) | ||
− | |||
* 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'''] | * [https://aideadlin.es/?sub=ML,CV,NLP,RO,SP,GR '''AI conference deadlines'''] | ||
* [http://www.guide2research.com/topconf/ '''Top CS Conferences'''] | * [http://www.guide2research.com/topconf/ '''Top CS Conferences'''] | ||
− | + | --> | |
== '''Research Areas'''== | == '''Research Areas'''== | ||
− | * Semi- / Weakly | + | * 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 | ||
+ | * Radar Signal Processing |
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).
- For more information on admission, please visit the homepage of SNU GSCST.
- From Aug. 2019, prof. Kwak is on his sabbatical leave for Qualcomm AI Research, San Diego.
News
- A paper has been accepted in ECAI 2020.
- A paper has been accepted in WACV 2020.
- 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).
- We won the Honorable Mention Award in the POSETRACK CHALLENGE at ECCV2018 workshop.
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