Jihun Hamm
Tulane University
H-index: 25
North America-United States
Top articles of Jihun Hamm
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Risk-Averse Predictions on Unseen Domains via Neural Style Smoothing | Akshay Mehra Yunbei Zhang Bhavya Kailkhura Jihun Hamm | 2023/8/7 | |
On the Fly Neural Style Smoothing for Risk-Averse Domain Generalization | Akshay Mehra Yunbei Zhang Bhavya Kailkhura Jihun Hamm | 2024 | |
Can Domain Adaptation Improve Accuracy and Fairness of Skin Lesion Classification? | arXiv preprint arXiv:2307.03157 | Janet Wang Yunbei Zhang Zhengming Ding Jihun Hamm | 2023/7/6 |
Analysis of Task Transferability in Large Pre-trained Classifiers | arXiv preprint arXiv:2307.00823 | Akshay Mehra Yunbei Zhang Jihun Hamm | 2023/7 |
FBA-Net: Foreground and background aware contrastive learning for semi-supervised atrium segmentation | Yunsung Chung Chanho Lim Chao Huang Nassir Marrouche Jihun Hamm | 2023/10/8 | |
Marginalized augmented few-shot domain adaptation | IEEE Transactions on Neural Networks and Learning Systems | Taotao Jing Haifeng Xia Jihun Hamm Zhengming Ding | 2023/4/10 |
Deep learning for AI-based diagnosis of skin-related neglected tropical diseases: A pilot study | PLOS Neglected Tropical Diseases | Rie R Yotsu Zhengming Ding Jihun Hamm Ronald E Blanton | 2023/8/14 |
Jiyeon Lee | JMIR | Jiyeon Lee LEE Kilho Byunggill Joe Yonghyeon Park Jihun Hamm | 2022/8 |
Do Domain Generalization Methods Generalize Well? | Akshay Mehra Bhavya Kailkhura Pin-Yu Chen Jihun Hamm | 2022/11/18 | |
On certifying and improving generalization to unseen domains | arXiv preprint arXiv:2206.12364 | Akshay Mehra Bhavya Kailkhura Pin-Yu Chen Jihun Hamm | 2022/6/24 |
Machine learning approach for screening alloy surfaces for stability in catalytic reaction conditions | Journal of Physics: Energy | Gloria A Sulley Jihun Hamm Matthew M Montemore | 2022/11/17 |
Defeating traffic analysis via differential privacy: a case study on streaming traffic | International Journal of Information Security | Xiaokuan Zhang Jihun Hamm Michael K Reiter Yinqian Zhang | 2022/6 |
Generalizability and Clinical Implications of Electrocardiogram Denoising with Cardio-NAFNet | medRxiv | Chanho Lim Yunsung Chung Jihun Hamm Zhengming Ding Mario Mekhael | 2022/10/27 |
Augmented multimodality fusion for generalized zero-shot sketch-based visual retrieval | IEEE Transactions on Image Processing | Taotao Jing Haifeng Xia Jihun Hamm Zhengming Ding | 2022/5/16 |
A spectral view of randomized smoothing under common corruptions: Benchmarking and improving certified robustness | Jiachen Sun Akshay Mehra Bhavya Kailkhura Pin-Yu Chen Dan Hendrycks | 2022/10/23 | |
Online Evasion Attacks on Recurrent Models: The Power of Hallucinating the Future | arXiv preprint arXiv:2207.09912 | Byunggill Joe Insik Shin Jihun Hamm | 2022/7/8 |
Exploiting missing value patterns for a backdoor attack on machine learning models of electronic health records: Development and validation study | JMIR Medical Informatics | Byunggill Joe Yonghyeon Park Jihun Hamm Insik Shin Jiyeon Lee | 2022/8/19 |
Deep learning 2D and 3D optical sectioning microscopy using cross-modality Pix2Pix cGAN image translation | Biomedical Optics Express | Huimin Zhuge Brian Summa Jihun Hamm J Quincy Brown | 2021/12/1 |
B-PO02-183 MOBILE ELECTROCARDIOGRAM SIGNAL QUALITY ASSESSMENT AND ENHANCEMENT WITH ARTIFICIAL INTELLIGENCE | Heart Rhythm | Chan Ho Lim Jihun Hamm Lilas Dagher Abdel Hadi El Hajjar Nassir F Marrouche | 2021/8/1 |
Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning | Akshay Mehra Bhavya Kailkhura Pin-Yu Chen Jihun Hamm | 2021/7/8 |
Co-Authors
