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Youngmin Ro
Youngmin Ro
Assistant Professor, University of Seoul
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Frepgan: robust deepfake detection using frequency-level perturbations
Y Jeong, D Kim, Y Ro, J Choi
Proceedings of the AAAI conference on artificial intelligence 36 (1), 1060-1068, 2022
662022
Autolr: Layer-wise pruning and auto-tuning of learning rates in fine-tuning of deep networks
Y Ro, JY Choi
Proceedings of the AAAI Conference on Artificial Intelligence 35 (3), 2486-2494, 2021
482021
Fingerprintnet: Synthesized fingerprints for generated image detection
Y Jeong, D Kim, Y Ro, P Kim, J Choi
European Conference on Computer Vision, 76-94, 2022
242022
Backbone cannot be trained at once: Rolling back to pre-trained network for person re-identification
Y Ro, J Choi, DU Jo, B Heo, J Lim, JY Choi
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 8859-8867, 2019
242019
Differentially private normalizing flows for synthetic tabular data generation
J Lee, M Kim, Y Jeong, Y Ro
Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 7345-7353, 2022
192022
FICGAN: facial identity controllable GAN for de-identification
Y Jeong, J Choi, S Kim, Y Ro, TH Oh, D Kim, H Ha, S Yoon
arXiv preprint arXiv:2110.00740, 2021
182021
SHViT: Single-Head Vision Transformer with Memory Efficient Macro Design
S Yun, Y Ro
Conference on Computer Vision and Pattern Recognition (CVPR 2024), 2024
152024
Rollback ensemble with multiple local minima in fine-tuning deep learning networks
Y Ro, J Choi, B Heo, JY Choi
IEEE Transactions on Neural Networks and Learning Systems 33 (9), 4648-4660, 2021
102021
Strengthening Dynamic Convolution With Attention and Residual Connection in Kernel Space
S Yun, Y Ro
IEEE Access, 2024
5*2024
Self-supervised scheme for generalizing GAN image detection
Y Jeong, D Kim, P Kim, Y Ro, J Choi
Pattern Recognition Letters 184, 219-224, 2024
22024
Method and apparatus for classifying fake images
YH Jeong, JW Choi, YM RO
US Patent 12,039,705, 2024
22024
Partial Large Kernel CNNs for Efficient Super-Resolution
D Lee, S Yun, Y Ro
arXiv preprint arXiv:2404.11848, 2024
22024
Self-supervised gan detector
Y Jeong, D Kim, P Kim, Y Ro, J Choi
arXiv preprint arXiv:2111.06575, 2021
22021
Performance improvement of the horizontal control system for a tractor implement using sensor signal from the front axle
YM Ro, JH Moon, KU Kim
Journal of Biosystems Engineering 41 (2), 67-74, 2016
22016
MetaMixer Is All You Need
S Yun, D Lee, Y Ro
arXiv preprint arXiv:2406.02021, 2024
12024
Adversarial deep energy method for solving saddle point problems involving dielectric elastomers
SW Lee, C Truong-Quoc, Y Ro, DN Kim
Computer Methods in Applied Mechanics and Engineering 421, 116825, 2024
12024
Real-time scheme for 3-dimensional localizing and tracking of people in multiple camera settings
M Byeon, S Yun, Y Ro, D Jo, K Kim, JY Choi
2017 17th International Conference on Control, Automation and Systems (ICCAS ¡¦, 2017
12017
SoRA: Singular Value Decomposed Low-Rank Adaptation for Domain Generalizable Representation Learning
S Yun, S Chae, D Lee, Y Ro
arXiv preprint arXiv:2412.04077, 2024
2024
Instance-Dependent Multi-Label Noise Generation for Multi-Label Remote Sensing Image Classification
Y Kim, S Kim, Y Ro, J Lee
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024
2024
Arbitrary-Scale Downscaling of Tidal Current Data Using Implicit Continuous Representation
D Lee, S Jeong, Y Ro
IEEE Access 12, 151856 - 151863, 2024
2024
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