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<rev user="Admin" timestamp="2024-04-12T04:29:02Z" comment="/* News */" contentformat="text/x-wiki" contentmodel="wikitext" xml:space="preserve">== '''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| Introduction to MIPAL]] / [https://convergence.snu.ac.kr/bbs/board.php?bo_table=lab&wr_id=8 Video Clip], [https://youtu.be/hEjuoB5jHvE?si=uzQ8_Rew1O7l4V-I Intro.] / [http://aiis.snu.ac.kr/ AI Institute SNU (AIIS)]
* For more information on admission, please visit the [http://convergence.snu.ac.kr homepage of SNU GSCST] and [https://gsai.snu.ac.kr/%ea%b5%90%ec%88%98%ec%a7%84-%eb%aa%a9%eb%a1%9d/ GSAI].
* Intro. to MIPAL (appeared in [https://youtu.be/fB0EUWEVvMY BCS-AI@SNU mini-lecture burst series])
* [https://github.com/MIPAL-SNU MIPAL GitHub] (New Joiner Tutorials and Group Study Archives)
* [https://www.youtube.com/@mipal-snu8300 MIPAL Youtube] (Weekly Seminar Recordings)
<!-- * 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 NAACL 2024.''' (Multi-bit text watermarking)
* ''' Three papers have been accepted in CVPR 2024 workshops.''' (Video highlight detection, Coreset selection, White-bear problem)
* ''' A paper has been accepted in CVPR 2024.''' (Test-time adaptation in object detection)
* ''' Two papers have been accepted in ICLR 2024 workshops'''. (Domain Adaptation in Wild-fire Detection / Open-Domain Generalization)
* ''' Six Ph.D students and one Ms. student are graduating this February! Many congrats to [[Sangho Lee |Sangho Lee]], [[Saem Park | Saem Park]], [[SeongUk Park | SeongUk Park]], [[Wonmin Cho | Wonmin Cho]], [[Hojun Lee | Hojun Lee]], [[Inseop Chung | Inseop Chung]] and [[Seungwoo Lee | Seungwoo Lee]]!.
* ''' A paper has been accepted in Signal Processing.''' (Generalized mean for subspace learning; A cowork with [[Jiyong Oh | Dr. Jiyong Oh]].)
* ''' A paper has been accepted in ICLR 2024.''' (Explanation of AI)
* ''' A paper has been accepted in AAAI 2024.''' (Any-way Meta-learning)
* ''' A paper has been accepted in WACV 2024.''' (Relighting NeRF)
* ''' A paper has been accepted in NeurIPS 2023 Workshop.''' (ConcatPlexer)
* ''' A paper has been accepted in NeurIPS 2023.''' (Meta-learning)
* ''' A paper has been published in IEEE Access.''' (Super-resolution)
* ''' [[Hyemin Won | Hyemin Won]], [[Chaerin Kong | Chaerin Kong]] and [[Donghoon Han | Donghoon Han]] have graduated this summer. Many congratulations! '''
* ''' A paper has been accepted in ACM MM 2023.''' (Network Pruning)
* ''' A paper has been accepted in ICCV 2023.''' (Few-shot NeRF)
* ''' A paper has been accepted in Sensors.''' (Image recommender system)
* ''' A paper has been accepted in UAI 2023.''' (Multi-person Pose Estimation)
* ''' A paper has been accepted in CVPR 2023 Workshop.''' (Audio-aligned Diffusion Model)
* ''' A paper has been accepted in ACL 2023.''' (Text Watermarking)
* ''' A paper has been accepted in ICML 2023.''' (End-to-end Object Detection)
* ''' A paper has been accepted in IEEE Access.''' (Repeated Translation in Generative Models)
* ''' Two papers have been accepted in ICLR 2023 workshops.''' (Sleep-staging, Guidance in Diffusion Model)
* '''[[Jaeseok Choi | Jaeseok Choi]] and [[Jiho Jang | Jiho Jang]] have just graduated! Many congratulations to both of you!
* ''' A paper has been accepted in [https://cvpr2023.thecvf.com/ CVPR 2023].''' (Few-shot NeRF)
* ''' We have a paper accepted in [https://2023.ieeeicassp.org/ ICASSP 2023]'''. (Object Removal)
* ''' Our paper "Exploiting Inter-pixel Correlations in Unsupervised Domain Adaptation for Semantic Segmentation" won the best paper award in [https://vap.aau.dk/rws2023-program/ The 3rd Workshop on Real-World Surveillance: Applications and Challenges at WACV2023]!
* ''' A paper has been accepted in [https://ieeexplore.ieee.org/document/9996406 IEEE Access]'''. (Model Compression)
* ''' A paper has been accepted in [https://aaai.org/Conferences/AAAI-23/ AAAI 2023]'''. (Multimodal Unified Representation Learning)
* ''' A paper has been accepted in [https://vap.aau.dk/rws-wacv2023/ WACV 2023 Workshop]'''. (Domain Adaptation for Semantic Segmentation)
* ''' Two papers have been accepted in [https://wacv2023.thecvf.com/home WACV 2023]'''. (Self-Distilled Self Supervised Learning, Fashion Image Editing by Diffusion Model)
* ''' [https://cs.kookmin.ac.kr/news/notice/2096?sc=326 Dr. [[Jangho Kim | Jangho Kim]] joined Kookmin University as a faculty member in September 2022].
----
* In 2022, we have published '''3 CVPR, 2 ECCV, 1 ICML, 1 EMNLP, 3 WACV, 1 Findings of ACL, 1 BMVC''' papers as well as 4 other conference and 3 journal papers.
<!--
* ''' A paper has been accepted in [https://2022.emnlp.org/ EMNLP 2022]'''. (Backdoor Attacks in Federated Learning)
* ''' A paper has been accepted in [https://bmvc2022.org/ BMVC 2022]'''. (Neural Scene Graph)
* ''' A paper has been accepted in [https://ieeexplore.ieee.org/document/9903612 IEEE Access]'''. (3D Object Detection)
* ''' A paper has been accepted in Sensors'''. (Face Recognition)
* ''' Two papers have been accepted in [https://eccv2022.ecva.net/ ECCV 2022]'''. (Domain Adaptation for Object Detection, Few-shot Image Generation)
* ''' A paper has been accepted in [https://icml.cc/ ICML 2022]'''. (Variational on the fly Personalization)
* ''' A paper has been accepted in [https://fl4nlp.github.io/ ACL2022 workshop].''' (Backdoor Attack in Federated Learning)
* ''' Three papers have been accepted in [https://cvpr2022.thecvf.com/ CVPR 2022].''' (Semi-supervised Optical Flow, Image Matting, Semi-supervised object detection)
* ''' A paper has been accepted in [https://www.2022.aclweb.org/ Findings of ACL 2022].''' (Detection of Adversarial Examples in NLP)
* ''' We have a paper accepted in [https://www.radarconf2022.org/ RadarConf 2022].''' (RD map augmentation)
* ''' A paper has been accepted in [https://icpram.scitevents.org/ ICPRAM 2022].''' (Video Inter-frame Generation)
* ''' Three papers have been accepted in [https://wacv2022.thecvf.com/home WACV 2022].''' (Few Shot Object Detection, Domain Adapted Semantic Segmentation, Hand Pose Estimation)
* ''' 3 Ph.D. Students are Graduating this February. Many congratulations to [[Jee-soo Kim| Jeesoo Kim]], [[Jangho Kim| Jangho Kim]] and [[Simyung Chang| Simyung Chang]]!!!'''
* ''' A paper has been accepted in [https://iconip2021.apnns.org/ ICONIP 2021].''' (Object Insertion to an image)
* ''' A paper will be published in IEEE Access.''' (Video Object Segmentation)
* '''Prof. Kwak has [http://www.aitimes.com/news/articleView.html?idxno=139736 an interview with AiTimes].'''
* ''' 5 Ph.D. Students are Graduating this August. Many congratulations to [[Jaeyoung Yoo| Jaeyoung Yoo]], [[Jisoo Jeong| Jisoo Jeong]], [[Hyojin Park| Hyojin Park]], [[John H. Yang| John Yang]] and [[Seonhoon Kim|Seonhoon Kim]]!!!'''
* ''' Three papers have been accepted in [http://iccv2021.thecvf.com/home ICCV 2021]''' (Object Detection, Weakly-Supervised Object Localization, Class Activation Map)
* ''' A paper has been accepted in [https://www.iros2021.org/ IROS 2021].''' (3D data augmentation)
* ''' '[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]'''.
* ''' A paper has been accepted in [https://www.interspeech2021.org/ InterSpeech 2021].''' (Pruning, Quantization, and Knowledge Distillation)
* ''' A paper has been accepted in [https://sites.google.com/connect.hku.hk/robustml-2021/home RobustML Workshop @ ICLR2021].''' (Class-imbalanced Semi-supervised Learning)
* ''' Two papers have been accepted in [http://cvpr2021.thecvf.com/ CVPR 2021].''' (Semi-supervised Object Detection, Video Object Segmentation)
* ''' We have a paper accepted in [https://2021.ieeeicassp.org/ ICASSP 2021].''' (Personalized Pruning)
* ''' A paper has been accepted in [https://www.tinyml.org/ TinyML2021].''' (Video Object Segmentation)
* ''' A paper has been accepted in [https://ieeexplore.ieee.org/document/9343815 IEEE Access].''' (Super-resolution)
* ''' A joint work with SNU Hospital has been accepted in [https://cjasn.asnjournals.org/ Clinical Journal of the American Society of Nephrology (CJASN)].'''
* ''' We have a paper accepted in [https://aaai.org/Conferences/AAAI-21/ AAAI 2021]''' (Video QA)
-->
* In 2021, we have published '''1 AAAI, 1 ICASSP, 2 CVPR, 1 CVPRW, 1 InterSpeech, 1 ICLRW, 1 IROS, 3 ICCV, 1 ICONIP, 1 TinyML''' papers as well as 4 journal papers.
* 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.
<!--
* ''' A paper has been accepted in [https://ieeexplore.ieee.org/document/9239282 IEEE Access].'''
* ''' A paper has been accepted in [https://neurips.cc/ NeurIPS 2020].'''
* ''' Two papers have been accepted in [https://eccv2020.eu/ ECCV 2020].'''
* ''' A paper has been accepted in [https://www.micc.unifi.it/icpr2020/ ICPR 2020].'''
* ''' A paper has been accepted in [https://icml.cc/ ICML 2020].'''
* ''' Two papers have been accepted in [https://2020.ieeeicip.org/ ICIP 2020].'''
* ''' Two papers have been accepted in [http://cvpr2020.thecvf.com/workshops-schedule CVPRW 2020].'''
* ''' 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).
-->
* 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]''' (oral).
* ''' 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]''' (oral).
* ''' We have a paper accepted in IET Radar, Sonar & Navigation'''.
* ''' We have a paper accepted in [https://www.ijcnn.org/ IJCNN2019]'''.
* ''' A paper titled '[https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8660640 TW3-based Fully Automated Bone Age Assessment System using Deep Neural Networks]' has been accepted in IEEE Access.'''
* ''' A paper has been accepted in [http://www.radarconf19.org/ 2019 IEEE Radar Conference].'''
* ''' Two papers were presented in [http://www.icpram.org/ ICPRAM 2019].'''
* '''We have a paper accepted in [https://aaai.org/Conferences/AAAI-19/ AAAI 2019] (record low acceptance rate of 16.2%).'''
* '''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 as well as 2 journal papers ('''IEEE TIP and PR''').
<!--
* Two journal papers were published in 2018 ('''IEEE TIP and PR''').
-->
* '''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://eccv2018.org/ ECCV 2018].'''
* '''We have two papers accepted in [http://bmvc2018.org/ BMVC 2018].'''
* [http://bkplusnrf.re.kr/bkplus16/html/sub05.html BK21+ webzine 곽노준 교수 기고문 (인공지능의 현황 및 전망)]
* '''A paper was accepted in [http://ismir2018.ircam.fr/ ISMIR 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].'''
* 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)]'''
* 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)
* [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.
* [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, 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.
-->
== '''Research Areas'''==
* Un-/ Self-/ Semi-/ Weakly Supervised Learning
* Model Compression
* Object Detection
* Semantic Segmentation
* Pose Estimation
* Image Translation / Synthesis
* Super Resolution / Image Restoration
* Generative Models
* Natural Language Processing
* Visual Question Answering
* Multi-modal Representation Learning
* Radar Signal Processing
- [https://aideadlin.es/?sub=ML,CV,NLP,RO,SP,GR '''AI conference deadlines'''] <br>
- [http://www.guide2research.com/topconf/ '''Top CS Conferences''']</rev>
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