Myeongseob Ko

According to our database, Myeongseob Ko authored at least 8 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

The Mirrored Influence Hypothesis: Efficient Data Influence Estimation by Harnessing Forward Passes.

Myeongseob Ko, Feiyang Kang, Weiyan Shi, Ming Jin, Zhou Yu, Ruoxi Jia

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

LAVA: Data Valuation without Pre-Specified Learning Algorithms.

Hoang Anh Just, Feiyang Kang, Jiachen T. Wang, Yi Zeng, Myeongseob Ko, Ming Jin, Ruoxi Jia

CoRR, 2023

PrivMon: A Stream-Based System for Real-Time Privacy Attack Detection for Machine Learning Models.

Myeongseob Ko, Xinyu Yang, Zhengjie Ji, Hoang Anh Just, Peng Gao, Anoop Kumar, Ruoxi Jia

Proceedings of the 26th International Symposium on Research in Attacks, 2023

LAVA: Data Valuation without Pre-Specified Learning Algorithms.

Hoang Anh Just, Feiyang Kang, Tianhao Wang, Yi Zeng, Myeongseob Ko, Ming Jin, Ruoxi Jia

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study.

Myeongseob Ko, Ming Jin, Chenguang Wang, Ruoxi Jia

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2019

Illumination Invariant Skin Texture Generation Using CGAN from a Single Image for Haptic Augmented Palpation.

Donghyun Kim, Suneung Kim, Mingi Kim, Myeongseob Ko, Kwangtaek Kim

Proceedings of the 3rd IEEE International Conference on Robotic Computing, 2019

2018

3D fall detection for single camera surveillance systems on the street.

Suneung Kim, Myeongseob Ko, Kyungchai Lee, Mingi Kim, Kwangtaek Kim

Proceedings of the 2018 IEEE Sensors Applications Symposium, 2018

GAN-Based Super Resolution for Accurate 3D Surface Reconstruction from Light Field Skin Images Towards Haptic Palpation.

Myeongseob Ko, Donghyun Kim, Kwangtaek Kim

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018