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Hunmin Yang
Hunmin Yang
Senior AI Researcher, Agency for Defense Development (ADD)
Verified email at add.re.kr - Homepage
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Cited by
Year
Dta: Physical camouflage attacks using differentiable transformation network
N Suryanto, Y Kim, H Kang, HT Larasati, Y Yun, TTH Le, H Yang, SY Oh, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
762022
Promptstyler: Prompt-driven style generation for source-free domain generalization
J Cho, G Nam, S Kim, H Yang, S Kwak
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
532023
Active: Towards highly transferable 3d physical camouflage for universal and robust vehicle evasion
N Suryanto, Y Kim, HT Larasati, H Kang, TTH Le, Y Hong, H Yang, SY Oh, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
232023
Adversarial training on joint energy based model for robust classification and out-of-distribution detection
K Lee, H Yang, SY Oh
International Conference on Control, Automation and Systems (ICCAS), 17-21, 2020
112020
Applying FastPhotoStyle to synthetic data for military vehicle detection
H Lee, K Lee, H Yang, SY Oh
International Conference on Control, Automation and Systems (ICCAS), 137-140, 2020
62020
FACL-Attack: Frequency-Aware Contrastive Learning for Transferable Adversarial Attacks
H Yang, J Jeong, KJ Yoon
Proceedings of the AAAI Conference on Artificial Intelligence 38 (6), 6494-6502, 2024
52024
Camouflaged adversarial attack on object detector
J Kim, K Lee, H Lee, H Yang, SY Oh
International Conference on Control, Automation and Systems (ICCAS), 613-617, 2021
42021
Prompt-Driven Contrastive Learning for Transferable Adversarial Attacks
H Yang, J Jeong, KJ Yoon
European Conference on Computer Vision, 36-53, 2024
32024
Improving Instance Segmentation using Synthetic Data with Artificial Distractors
K Park, H Lee, H Yang, SY Oh
International Conference on Control, Automation and Systems (ICCAS), 22-26, 2020
32020
Training Deep Neural Networks with Synthetic Data for Off-Road Vehicle Detection
E Kim, K Park, H Yang, SY Oh
International Conference on Control, Automation and Systems (ICCAS), 427-431, 2020
32020
Visible-to-Infrared Image Translation using Adversarial Training
H Yang, KJ Ryu, SY Oh
KIMST Annual Conference Proceedings, 1436-1437, 2018
32018
Camouflaged Adversarial Patch Attack on Object Detector
J Kim, H Yang, SY Oh
Journal of the Korea Institute of Military Science and Technology 26 (1), 44-53, 2023
22023
Object-Centric Domain Randomization for 3D Shape Reconstruction in the Wild
J Cho, K Youwang, H Yang, TH Oh
arXiv preprint arXiv:2403.14539, 2024
12024
Simulation of Physical Adversarial Attacks on Vehicle Detection Models
SY Oh, H Yang
International Conference on Control, Automation and Systems (ICCAS), 1395-1400, 2023
12023
Synthetic Image Dataset Generation for Defense using Generative Adversarial Networks
H Yang
Journal of the Korea Institute of Military Science and Technology 22 (1), 49-59, 2019
12019
D-GEN: A Deep Learning Data Generation Framework For Artificial Intelligence
H Yang, SY Oh, T Kim, KJ Ryu
NVIDIA GPU Technology Conference (GTC), 2020
2020
Scalable Distributed Deep Learning Inference on Multi-GPU with Hadoop-Spark
H Yang, SY Oh, KJ Ryu
NVIDIA GPU Technology Conference (GTC), 2019
2019
Accelerating Distributed Deep Learning Inference on multi-GPU with Hadoop-Spark
H Yang, SY Oh, KJ Ryu
NVIDIA GPU Technology Conference (GTC), 2019
2019
대립훈련신경망 (GANs) 기반 도메인 간 이미지 변환 적용 연구
양훈민, 유기중, 오세윤
한국정보과학회 학술발표논문집, 800-801, 2018
2018
Hyper-parameter Design Approach for Deep Residual Networks
KJ Ryu, H Yang, SY Oh
한국정보과학회 학술발표논문집, 1051-1053, 2018
2018
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