You R. Name

Ju-Hyeon Nam is a Ph.D. student in the Department of Computer Engineering at Inha University, South Korea. He is currently conducting his doctoral research under the supervision of Professor Sang-Chul Lee in the Computer Vision and Artificial Intelligence (CVAI) Laboratory at Inha University. His research interests primarily involve developing reliable deep learning models robust against various corruptions, perturbations, and adversarial attacks using data augmentation techniques. Additionally, he actively researches modality-agnostic and domain-generalizable models for medical image segmentation applications across multiple imaging modalities, including colonoscopy, microscopy, dermoscopy, ultrasound, and radiology.

Ju-Hyeon has made significant contributions to medical image processing, frequency-domain analysis, and multi-modality fusion. He has introduced novel methods such as M3FPolypSegNet and MADGNet, which are accepted in ICIP2023 and CVPR2024, for medical image segmentation.

Additionally, he actively contributes as a reviewer for top-tier conferences, including CVPR (2021-2025), ICCV (2021, 2023, 2025), ICLR (2022), AAAI (2021-2025), and ICPR (2024), and has also reviewed manuscripts for prestigious journals such as Computer Vision and Image Understanding (Elsevier), Pattern Recognition (Elsevier), Journal of Medical Systems (Springer), and IEEE Access.

Ju-Hyeon earned his bachelor’s degree in Mathematics from Inha University in 2021 (Summa Cum Laude) and his master’s degree in Computer Engineering from the same institution in 2023.

For more details about his research and publications, please visit his publications page or contact him via email at jhnam0514@inha.edu.

news

Jan 15, 2016	A simple inline announcement with Markdown emoji!
Nov 07, 2015	A long announcement with details
Oct 22, 2015	A simple inline announcement.

latest posts

May 14, 2024	Google Gemini updates: Flash 1.5, Gemma 2 and Project Astra
Apr 23, 2022	Displaying External Posts on Your al-folio Blog

selected publications

PhysRev

Can Quantum-Mechanical Description of Physical Reality Be Considered Complete?

A. Einstein^*†, B. Podolsky^*, and N. Rosen^*

Phys. Rev., New Jersey. More Information can be found here , May 1935

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In a complete theory there is an element corresponding to each element of reality. A sufficient condition for the reality of a physical quantity is the possibility of predicting it with certainty, without disturbing the system. In quantum mechanics in the case of two physical quantities described by non-commuting operators, the knowledge of one precludes the knowledge of the other. Then either (1) the description of reality given by the wave function in quantum mechanics is not complete or (2) these two quantities cannot have simultaneous reality. Consideration of the problem of making predictions concerning a system on the basis of measurements made on another system that had previously interacted with it leads to the result that if (1) is false then (2) is also false. One is thus led to conclude that the description of reality as given by a wave function is not complete.