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== '''News''' ==
 
== '''News''' ==
* ''' Dr. [Jangho Kim | Jangho Kim] will join Kookmin University as a faculty member in September 2022.
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* ''' A paper has been accepted in [https://aaai.org/Conferences/AAAI-23/ AAAI 2023]'''. (Multimodal Unified Representation Learning)
  
* ''' Two papers have been accepted in [https://eccv2022.ecva.net/ ECCV 2022]'''. (Domain Adatation for Object Detection, Few-shot Image Generation)
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* ''' A paper has been accepted in [https://vap.aau.dk/rws-wacv2023/ WACV 2023 Workshop]'''. (Domain Adaptation for Semantic Segmentation)
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* ''' Two papers have been accepted in [https://wacv2023.thecvf.com/home WACV 2023]'''. (Self-Distilled Self Supervised Learning, Fashion Image Editing by Diffusion Model)
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* ''' A paper has been accepted in [https://2022.emnlp.org/ EMNLP 2022]'''. (Backdoor Attacks in Federated Learning)
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* ''' A paper has been accepted in [https://bmvc2022.org/ BMVC 2022]'''. (Neural Scene Graph)
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* ''' A paper has been accepted in [https://ieeexplore.ieee.org/document/9903612 IEEE Access]'''. (3D Object Detection)
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* ''' [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].
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* ''' A paper has been accepted in Sensors'''. (Face Recognition)
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* ''' 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://icml.cc/ ICML 2022]'''. (Variational on the fly Personalization)
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== '''Research Areas'''==  
 
== '''Research Areas'''==  
* Un-/ Semi-/ Weakly Supervised Learning
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* Un-/ Self-/ Semi-/ Weakly Supervised Learning
 
* Model Compression
 
* Model Compression
 
* Object Detection
 
* Object Detection
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* Image Translation / Synthesis
 
* Image Translation / Synthesis
 
* Super Resolution / Image Restoration
 
* Super Resolution / Image Restoration
* Reinforcement Learning
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* Generative Models
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* Natural Language Processing
 
* Visual Question Answering
 
* Visual Question Answering
* Semantic Sentence Matching
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* Multi-modal Representation Learning
 
* Radar Signal Processing
 
* Radar Signal Processing
  

Latest revision as of 18:52, 19 November 2022

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


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News

  • A paper has been accepted in AAAI 2023. (Multimodal Unified Representation Learning)
  • A paper has been accepted in WACV 2023 Workshop. (Domain Adaptation for Semantic Segmentation)
  • Two papers have been accepted in WACV 2023. (Self-Distilled Self Supervised Learning, Fashion Image Editing by Diffusion Model)
  • A paper has been accepted in EMNLP 2022. (Backdoor Attacks in Federated Learning)
  • A paper has been accepted in BMVC 2022. (Neural Scene Graph)
  • A paper has been accepted in IEEE Access. (3D Object Detection)
  • A paper has been accepted in Sensors. (Face Recognition)
  • Two papers have been accepted in ECCV 2022. (Domain Adaptation for Object Detection, Few-shot Image Generation)
  • A paper has been accepted in ICML 2022. (Variational on the fly Personalization)
  • A paper has been accepted in ACL2022 workshop. (Backdoor Attack in Federated Learning)
  • Three papers have been accepted in CVPR 2022. (Semi-supervised Optical Flow, Image Matting, Semi-supervised object detection)
  • A paper has been accepted in Findings of ACL 2022. (Detection of Adversarial Examples in NLP)
  • A paper has been accepted in ICPRAM 2022. (Video Inter-frame Generation)
  • Three papers have been accepted in WACV 2022. (Few Shot Object Detection, Domain Adapted Semantic Segmentation, Hand Pose Estimation)



  • 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.
  • 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-/ 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


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