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Home Graduate School of Artificial Intelligence

Preventing Personal Information Infringement in AI Progress with Federated Learning

The findings of this research have been published in the International Conference on Machine Learning (ICML) on July 20, 2024.

Preventing Personal Information Infringement in AI Progress with Federated Learning

Abstract Albeit the success of federated learning (FL) in decentralized training, bolstering the generalization of models by overcoming heterogeneity across clients still remains a huge challenge. To aim at improved generalization of FL, a... Read More

Aug 08, 2024 By JooHyeon Heo Research
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Precise 3D Modeling Tech Restores Cultural Properties with High Resolution and Unparalleled Accuracy

The research findings will be presented on June 21 at the CVPR 2024, a global computer vision conference scheduled to take place from June 17 to 21 in Seattle, U.S.A.

Precise 3D Modeling Tech Restores Cultural Properties with High Resolution and Unparalleled Accuracy

Abstract We propose a novel concept of dual and integrated latent topologies (DITTO in short) for implicit 3D reconstruction from noisy and sparse point clouds. Most existing methods predominantly focus on single latent type, such as point... Read More

Jun 27, 2024 By JooHyeon Heo Research
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A Breakthrough in AI Technology for Improved Object Detection and Classification

The research findings will be presented on June 21 at CVPR 2024, a global computer vision conference.

A Breakthrough in AI Technology for Improved Object Detection and Classification

Abstract In the field of class incremental learning (CIL), generative replay has become increasingly prominent as a method to mitigate the catastrophic forgetting, alongside the continuous improvements in generative models. However, its app... Read More

Jun 27, 2024 By JooHyeon Heo Research
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UNIST Honors Twelve Outstanding Faculty Members at the Annual Awards Ceremony!

The '2023 Outstanding Faculty Awards Ceremony' took place on Monday, April 8, 2024.

UNIST Honors Twelve Outstanding Faculty Members at the Annual Awards Ceremony!

On April 8, UNIST held its annual ‘Outstanding Faculty Awards‘ ceremony to shine a spotlight on the exceptional accomplishments of its faculty members throughout the 2023 academic year. The Outstanding Faculty Awards aim to ackn... Read More

Apr 09, 2024 By JooHyeon Heo People
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UNIST to Host Open Workshop on AI Technology

The 2022 UNIST AI Technology Open Workshop will be held on Thursday, October 6, 2022.

UNIST to Host Open Workshop on AI Technology

An academic conference on Artificial Intelligence (AI), entitled the ‘2022 UNIST AI Technology Open Workshop‘ is scheduled to be held on Thursday, October 6, 2022. The purpose of this conference is to promote research in AI and... Read More

Sep 30, 2022 By JooHyeon Heo News
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“UNIST Recruits Companies to Foster the Innovation in AI!”

The AI Innovation Park of UNIST held a official launching ceremony cum briefing session on January 12, 2020.

“UNIST Recruits Companies to Foster the Innovation in AI!”

On January 12, the AI Innovation Park of UNIST held an official launching ceremony cum briefing session to attract participating companies in Ulsan and Southeast regions that will work together to foster the innovation in AI. In response to... Read More

Jan 14, 2021 By JooHyeon Heo News
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UNIST Announces the Official Launch of AI Innovation Park!

The AI Innovation Park, a focal project of UNIST, has been officially launched.

UNIST Announces the Official Launch of AI Innovation Park!

The AI Innovation Park, a focal project of UNIST, has been officially launched. Since the establishment of the Graduate School of Artificial Intelligence last year, the creation and development of AI hub in the southeastern region, includin... Read More

Jan 06, 2021 By JooHyeon Heo News
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UNIST Students Honored at 2020 LG AI Hackathon!

A group of students from Professor Junghye Lee ‧ Professor Sungbin Lim's laboratories won 3rd place at the 2020 LG AI Hackathon!

UNIST Students Honored at 2020 LG AI Hackathon!

A group of students, affiliated with the Graduate School of Artificial Intelligence and the Department of Industrial Engineering at UNIST distinguished themselves at the 2020 LG AI Hackathon. The team Lab Fairy, made up of Yejin Kim, Jaeho... Read More

Nov 27, 2020 By JooHyeon Heo People
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12

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  • New Smartphone App Offers Convenient Way to Diagnose Sleep Apnea
  • [Korea Bizwire] June, 4, 2024

  • New study finds clue to predict pancreatic cancer's progression and metastasis
  • [Korea Biomedical Rev.] June, 4, 2024

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  • [Phys.org] May,27, 2024

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