발행물

전체 논문

24

11

FrePGAN: Robust Deepfake Detection Using Frequency-level Perturbations
Yonghyun Jeong, Doyeon Kim, Youngmin Ro, Jongwon Choi
AAAI Conference on Artificial Intelligence 2022 (AAAI2022), 2022

12

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), 2021.03

13

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), 1970

14

Heterogeneous Double-head Ensemble for Deep Metric Learning
Youngmin Ro, Jin Young Choi
IEEE Access, 2020

15

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), 1970

16

SoMA: Singular Value Decomposed Minor Components Adaptation for Domain Generalizable Representation Learning
노영민, 윤석주, 채승혜, 이동헌
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 202506

17

Arbitrary-Scale Downscaling of Tidal Current Data Using Implicit Continuous Representation
이동헌, Jeong Seungmyong, 노영민
IEEE ACCESS, 202410

18

Instance-Dependent Multilabel Noise Generation for Multilabel Remote Sensing Image Classification
노영민, 김영욱, 이정우, 김세환
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 202409

19

Self-supervised scheme for generalizing GAN image detection
노영민, 정용현, 최종원, 김도연, 김평건
PATTERN RECOGNITION LETTERS, 202408

20

SHViT: Single-Head Vision Transformer with Memory Efficient Macro Design
노영민, 윤석주
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 202406