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Revision as of 12:45, 13 December 2019

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

• Introductioin to MIPAL / Video Clip / [SNU's Center for Artificial Intelligence (SCAI)

• For more information on admission, please visit the homepage of SNU GSCST.

News

• A paper has been accepted in WACV 2020

• Two papers have been accepted in AAAI 2020 (both oral).

• A paper has been accepted in NeurIPS 2019.

• A paper has been accepted in ACML 2019 (oral).

• We have two papers accepted in ICCV 2019.

• A paper has been accepted in ACL 2019 (oral).

• We have a paper accepted in IET Radar, Sonar & Navigation.

• We have a paper accepted in IJCNN2019.

• A paper titled 'TW3-based Fully Automated Bone Age Assessment System using Deep Neural Networks' has been accepted in IEEE Access.

• A paper has been accepted in 2019 IEEE Radar Conference.

• Two papers were presented in ICPRAM 2019.

• We have a paper accepted in AAAI 2019 (record low acceptance rate of 16.2%).

• A paper titled '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.

• 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