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 | 66 | 2022 |
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 | 48 | 2021 |
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 | 24 | 2022 |
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 | 24 | 2019 |
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 | 19 | 2022 |
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 | 18 | 2021 |
SHViT: Single-Head Vision Transformer with Memory Efficient Macro Design S Yun, Y Ro Conference on Computer Vision and Pattern Recognition (CVPR 2024), 2024 | 15 | 2024 |
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 | 10 | 2021 |
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 | 2 | 2024 |
Method and apparatus for classifying fake images YH Jeong, JW Choi, YM RO US Patent 12,039,705, 2024 | 2 | 2024 |
Partial Large Kernel CNNs for Efficient Super-Resolution D Lee, S Yun, Y Ro arXiv preprint arXiv:2404.11848, 2024 | 2 | 2024 |
Self-supervised gan detector Y Jeong, D Kim, P Kim, Y Ro, J Choi arXiv preprint arXiv:2111.06575, 2021 | 2 | 2021 |
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 | 2 | 2016 |
MetaMixer Is All You Need S Yun, D Lee, Y Ro arXiv preprint arXiv:2406.02021, 2024 | 1 | 2024 |
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 | 1 | 2024 |
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 | 1 | 2017 |
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 |