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From MIPAL
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 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)
- 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)
- We have a paper accepted in RadarConf 2022. (RD map augmentation)
- 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)
- 3 Ph.D. Students are Graduating this February. Many congratulations to Jeesoo Kim, Jangho Kim and Simyung Chang!!!
- 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