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Home Graduate School of Artificial Intelligence

UNIST Secures KRW 11 Billion in Research Funding for ‘AI Star Fellowship’ Project

UNIST has been selected for MSIT's new 'AI Star Fellowship' project, aimed at supporting early-career AI researchers to drive innovation in manufacturing and beyond.

UNIST Secures KRW 11 Billion in Research Funding for ‘AI Star Fellowship’ Project

UNIST has been selected to participate in the ‘AI Star Fellowship‘ project, a key initiative supported by the Ministry of Science and ICT (MSIT) aimed at nurturing top-tier early-career AI researchers and fostering innovation ac... Read More

Oct 02, 2025 By JooHyeon Heo News
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Revolutionary AI Achieves Sharp, Accurate MRI Reconstruction for Cardiac and Blood Flow Imaging

Professor Jaejun Yoo presented a novel AI model for dynamic MRI reconstruction, which enhances image quality and accuracy while significantly reducing processing time.

Their research was selected for presentation at MICCAI 2025, a premier international conference in medical AI.

Revolutionary AI Achieves Sharp, Accurate MRI Reconstruction for Cardiac and Blood Flow Imaging

Abstract Dynamic MRI reconstruction, one of inverse problems, has seen a surge by the use of deep learning techniques. Especially, the practical difficulty of obtaining ground truth data has led to the emergence of unsupervised learning app... Read More

Sep 16, 2025 By JooHyeon Heo Research
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New Study Unveils AI Technique Enabling Robots to Adapt to Unseen Tasks with Greater Flexibility

Their findings have been accepted for presentation at the ICML 2025, which took place in Vancouver, Canada, from July 13 to 19, 2025.

New Study Unveils AI Technique Enabling Robots to Adapt to Unseen Tasks with Greater Flexibility

Abstract Meta reinforcement learning aims to develop policies that generalize to unseen tasks sampled from a task distribution. While context-based meta-RL methods improve task representation using task latents, they often struggle with out... Read More

Aug 26, 2025 By JooHyeon Heo Research
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UNIST Unveils Cutting-Edge AI Model to Transform Blurry, Choppy Videos into Clear, Seamless Footage

Their findings have been accepted for presentation at the 2025 Conference on Computer Vision and Pattern Recognition (CVPR).

UNIST Unveils Cutting-Edge AI Model to Transform Blurry, Choppy Videos into Clear, Seamless Footage

Abstract While prior methods in Continuous Spatial-Temporal Video Super-Resolution (C-STVSR) employ Implicit Neural Representation (INR) for continuous encoding, they often struggle to capture the complexity of video data, relying on simple... Read More

Jun 27, 2025 By JooHyeon Heo Research
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“More Realistic Surgical Simulations” — AI Innovation for Reconstructing 3D Hand-Object Interactions

The findings have been accepted for presentation at the CVPR 2025, which will be held in the United States from June 11 to 15, 2025.

“More Realistic Surgical Simulations” — AI Innovation for Reconstructing 3D Hand-Object Interactions

Abstract Reconstructing 3Ds of hand-object interaction (HOI) is a fundamental problem that can find numerous applications. Despite recent advances, there is no comprehensive pipeline yet for bimanual class-agnostic interaction reconstructio... Read More

Jun 12, 2025 By JooHyeon Heo Research
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Renowned Instructor Ji Young Lee Joins UNIST to Lead AI Consciousness and Ethics Education

An official appointment ceremony took place in the Main Administration Building of UNIST on May 21, 2025.

Renowned Instructor Ji Young Lee Joins UNIST to Lead AI Consciousness and Ethics Education

On May 21, UNIST held an appointment ceremony for Ji Young Lee, a distinguished social studies instructor, officially appointing her as a Collaborating Professor in the Graduate School of Artificial Intelligence. The three-year appointment... Read More

May 21, 2025 By JooHyeon Heo People
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A New Approach to Boosting AI Learning Efficiency through Unsupervised Multimodal Data Integration

The findings have been accepted to the 13th International Conference on Learning Representations (ICLR), one of the top three conferences in AI and deep learning.

A New Approach to Boosting AI Learning Efficiency through Unsupervised Multimodal Data Integration

Abstract Learning with multiple modalities has recently demonstrated significant gains in many domains by maximizing the shared information across modalities. However, the current approaches strongly rely on high-quality paired datasets, wh... Read More

May 15, 2025 By JooHyeon Heo Research
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AI Reinforcement Learning Breakthrough for Accurate Decision-Making in Unknown Situations

Their ICLR paper titled "Flat Reward in Policy Parameter Space Implies Robust Reinforcement Learning" has been selected as Oral, which is Top 1.8% of all submissions.

AI Reinforcement Learning Breakthrough for Accurate Decision-Making in Unknown Situations

Abstract Investigating flat minima on loss surfaces in parameter space is well-documented in the supervised learning context, highlighting its advantages for model generalization. However, limited attention has been paid to the reinforcemen... Read More

Apr 21, 2025 By JooHyeon Heo Research
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Lightweight AI Model Developed to Facilitate High-Quality Image Generation Without Direct Transmission of Sensitive Data

Their findings have been presented at the CVPR 2025, which will take place in Singapore from April 24 to 28, 2025.

Lightweight AI Model Developed to Facilitate High-Quality Image Generation Without Direct Transmission of Sensitive Data

Abstract Despite recent advancements in federated learning (FL), the integration of generative models into FL has been limited due to challenges such as high communication costs and unstable training in heterogeneous data environments. To a... Read More

Apr 14, 2025 By JooHyeon Heo Research
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New Study Unveils AI-Driven Real-Time Hand-Object Pose Estimation Framework

The study has been accepted at the AAAI 2025 conference, top-tier academic conferences in the field of artificial intelligence.

New study enables high-speed and accurate 3D pose estimation for AR, VR, and robotics applications.

New Study Unveils AI-Driven Real-Time Hand-Object Pose Estimation Framework

Abstract Significant advancements have been achieved in the realm of understanding poses and interactions of two hands manipulating an object. The emergence of augmented reality (AR) and virtual reality (VR) technologies has heightened the... Read More

Mar 24, 2025 By JooHyeon Heo Research
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