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== '''News''' == | == '''News''' == | ||
+ | * ''' A paper has been accepted in NeurIPS 2024.''' (Deep Support Vectors) | ||
+ | |||
+ | * ''' [[KiYoon Yoo | KiYoon Yoo]] achieved his Ph.D. degree last summer. Many congratulations!''' | ||
+ | |||
+ | * ''' A paper has been accepted in ECCV 2024.''' (Protagonist Editing in Video Diffusion Models) | ||
+ | |||
* ''' A paper has been accepted in NAACL 2024.''' (Multi-bit text watermarking) | * ''' 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) | * ''' A paper has been accepted in CVPR 2024.''' (Test-time adaptation in object detection) | ||
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* ''' Two papers have been accepted in ICLR 2024 workshops'''. (Domain Adaptation in Wild-fire Detection / Open-Domain Generalization) | * ''' 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]]! | + | * ''' 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 Signal Processing.''' (Generalized mean for subspace learning; A cowork with [[Jiyong Oh | Dr. Jiyong Oh]].) |
Latest revision as of 10:06, 26 September 2024
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 and GSAI.
- Intro. to MIPAL (appeared in BCS-AI@SNU mini-lecture burst series)
- MIPAL GitHub (New Joiner Tutorials and Group Study Archives)
- MIPAL Youtube (Weekly Seminar Recordings)
News
- A paper has been accepted in NeurIPS 2024. (Deep Support Vectors)
- KiYoon Yoo achieved his Ph.D. degree last summer. Many congratulations!
- A paper has been accepted in ECCV 2024. (Protagonist Editing in Video Diffusion Models)
- 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, Saem Park, SeongUk Park, Wonmin Cho, Hojun Lee, Inseop Chung and Seungwoo Lee!
- A paper has been accepted in Signal Processing. (Generalized mean for subspace learning; A cowork with 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, Chaerin Kong and 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 and Jiho Jang have just graduated! Many congratulations to both of you!
- A paper has been accepted in CVPR 2023. (Few-shot NeRF)
- We have a paper accepted in ICASSP 2023. (Object Removal)
- Our paper "Exploiting Inter-pixel Correlations in Unsupervised Domain Adaptation for Semantic Segmentation" won the best paper award in The 3rd Workshop on Real-World Surveillance: Applications and Challenges at WACV2023!
- A paper has been accepted in IEEE Access. (Model Compression)
- 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)
- 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.
- 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).
- We won the Honorable Mention Award in the POSETRACK CHALLENGE at ECCV2018 workshop.
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