Youngmin Ro

FrePGAN: Robust Deepfake Detection Using Frequency-Level Perturbations

Yonghyun Jeong, Doyeon Kim, Youngmin Ro et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 95 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

SHViT: Single-Head Vision Transformer with Memory Efficient Macro Design

Seokju Yun, Youngmin Ro · 2024 · 92 citations

AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep Networks

Youngmin Ro, Jin Young Choi · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 23 citations · Full text

Single Learning Rate, Convolutional Neural Network, Machine Vision +14

Backbone Cannot Be Trained at Once: Rolling Back to Pre-Trained Network for Person Re-Identification

Youngmin Ro, Jongwon Choi, Dae Ung Jo et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 22 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Differentially Private Normalizing Flows for Synthetic Tabular Data Generation

M. Kim, Yonghyun Jeong, Youngmin Ro · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 14 citations · Full text

Artificial Intelligence, Privacy Protection, Engineering +20