Articles by Jinhwan Jeon

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Jinhwan Jeon

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AdvPaint: Protecting Images from Inpainting Manipulation via Adversarial Attention Disruption

7 days ago by Joonsung Jeon and others

Computer Vision and Pattern Recognition, Cryptography and Security

MindMem: Multimodal for Predicting Advertisement Memorability Using LLMs and Deep Learning

25 February 2025 by Sepehr Asgarian and others

Artificial Intelligence

APINT: A Full-Stack Framework for Acceleration of Privacy-Preserving Inference of Transformers based on Garbled Circuits

24 February 2025 by Hyunjun Cho and others

Hardware Architecture, Cryptography and Security

Weakly Supervised Video Scene Graph Generation via Natural Language Supervision

21 February 2025 by Kibum Kim and others

Computer Vision and Pattern Recognition

Pontryagin-Guided Deep Learning for Large-Scale Constrained Dynamic Portfolio Choice

16 February 2025 by Jeonggyu Huh and others

Portfolio Management

Unveiling three types of fermions in a nodal ring topological semimetal through magneto-optical transitions

6 February 2025 by Jiwon Jeon and others

Materials Science

Comparison of CNN-based deep learning architectures for unsteady CFD acceleration on small datasets

6 February 2025 by Sangam Khanal and others

Machine Learning, Fluid Dynamics

Artificial Intelligence-Enhanced Echocardiographic Assessment of the Aortic Valve Stenosis Continuum

21 January 2025 by Jinseong Park and others

Cardiovascular Medicine

Pontryagin-Guided Policy Optimization for Merton's Portfolio Problem

12 January 2025 by Jeonggyu Huh and Jaegi Jeon

Optimization and Control, Mathematical Finance

ConCSE: Unified Contrastive Learning and Augmentation for Code-Switched Embeddings

20 December 2024 by Jangyeong Jeon and others

Computation and Language, Artificial Intelligence

RA-SGG: Retrieval-Augmented Scene Graph Generation Framework via Multi-Prototype Learning

17 December 2024 by Kanghoon Yoon and others

Computer Vision and Pattern Recognition

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR

16 December 2024 by Jangyeong Jeon and others

Computation and Language, Artificial Intelligence

Physical Pathways for JWST-Observed Supermassive Black Holes in the Early Universe

13 December 2024 by Junehyoung Jeon and others

Astrophysics of Galaxies, Cosmology and Nongalactic Astrophysics

Predicting the physiological effects of multiple drugs using electronic health record

1 December 2024 by Jinhwan Jeon and others

Systems Biology

Scalar one-loop tensor power spectrum during single-field inflation

31 October 2024 by Jiwon Kong and others

Cosmology and Nongalactic Astrophysics, General Relativity and Quantum Cosmology

Standardization Trends on Safety and Trustworthiness Technology for Advanced AI

29 October 2024 by Jonghong Jeon

Machine Learning, Artificial Intelligence

Advanced deep-reinforcement-learning methods for flow control: group-invariant and positional-encoding networks improve learning speed and quality

25 October 2024 by Joongoo Jeon and others

Machine Learning, Fluid Dynamics

Can visual language models resolve textual ambiguity with visual cues? Let visual puns tell you!

23 October 2024 by Jiwan Chung and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Hidden hyperspace geometry and long-distance quantum coupling

14 October 2024 by Junmo Jeon and Sungbin Lee at

Korea Advanced Institute of Science and Technology

DSG-KD: Knowledge Distillation from Domain-Specific to General Language Models

23 September 2024 by Sangyeon Cho and others

Computation and Language, Artificial Intelligence

Immortal quantum correlation in quasiperiodic quasi-1D system

16 September 2024 by Junmo Jeon and Sungbin Lee

Broad-Line AGN at 3.5<z<6: The Black Hole Mass Function and a Connection with Little Red Dots

10 September 2024 by Anthony Taylor and others

Astrophysics of Galaxies

Changing patterns of cigarette and ENDS transitions in the USA: a multistate transition analysis of adults in the PATH Study in 2017-2019 vs 2019-2021

22 August 2024 by A. Brouwer and others

Epidemiology

LLM4SGG: Large Language Models for Weakly Supervised Scene Graph Generation

29 July 2024 by Kibum Kim and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Semantic Diversity-aware Prototype-based Learning for Unbiased Scene Graph Generation

25 July 2024 by Jaehyeong Jeon and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Neutron Yield of Thermo Scientific P385 D-T Neutron Generator vs. Current and Voltage

21 June 2024 by Jihye Jeon and others

Instrumentation and Detectors

Korea4K: whole genome sequences of 4,157 Koreans with 107 phenotypes derived from extensive health check-ups

16 April 2024 by Sangyong Jeon and others

Genomics

Reliability-based G1 Continuous Arc Spline Approximation

18 January 2024 by Jinhwan Jeon and others

Computational Geometry

Microbiome Preterm Birth DREAM Challenge: Crowdsourcing Machine Learning Approaches to Advance Preterm Birth Research

21 December 2023 by J. Golob and others

Obstetrics and Gynecology

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