Publications
International
SHViT: Single-Head Vision Transformer with Memory Efficient Macro Design
Seokju Yun, Youngmin Ro
IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) 2024
[Paper]
Strengthening Dynamic Convolution With Attention and Residual Connection in Kernel Space
Seokju Yun, Youngmin Ro
IEEE Access 2024.01
[Paper]
FingerprintNet: Synthesized Fingerprints for Generated Image Detection
Yonghyun Jeong, Doyeon Kim, Youngmin Ro, Pyounggeon Kim, Jongwon Choi
European Conference on Computer Vision 2022 (ECCV2022) [Top-tier AI Conference],
[pdf]
Differentially Private Normalizing Flows for Synthetic Tabular Data Generation
Jaewoo Lee, Minjung Kim, Yonghyun Jeong, Youngmin Ro
AAAI Conference on Artificial Intelligence 2022 (AAAI2022) [Top-tier AI Conference],
[Paper]
FrePGAN: Robust Deepfake Detection Using Frequency-level Perturbations
Yonghyun Jeong, Doyeon Kim, Youngmin Ro, Jongwon Choi
AAAI Conference on Artificial Intelligence 2022 (AAAI2022) [Top-tier AI Conference],
[Paper]
Rollback Ensemble with Multiple Local Minima in Fine-tuning Deep Learning Networks
Youngmin Ro, Jongwon Choi, Byeongho Heo, Jin Young Choi
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021.3, IF:10.451
[Link]
Layer-wise Pruning and Auto-tuning of Layer-wise Learning Rates in Fine-tuning of Deep Networks
Youngmin Ro, Jin Young Choi
Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI2021)
Heterogeneous Double-head Ensemble for Deep Metric Learning
Youngmin Ro, Jin Young Choi
IEEE Access 2020
[pdf]
Backbone Can Not be Trained at Once: Rolling Back to Pre-trained Network for Person Re-Identification
Youngmin Ro, Jongwon Choi, Dae Ung Jo, Byeongho Heo, Jongin Lim, Jin Young Choi
Thirty-Third AAAI Conference on Artificial Intelligence (AAAI2019)