4ILab: Integrated Information & Intelligence Imaging Lab.
(통합 정보 & 지능형 영상 연구실)
(통합 정보 & 지능형 영상 연구실)
@Soongsil University, EE
2025학년도 2학기 학부연구원 모집 🧑💻👩💻
연구 내용 (AI-based)
멀티모달 생성/검색 기술
딥페이크 음성/영상 탐지 기술
의료정보분석/의료영상복원 기술
AI 기반 다양한 응용 연구
지원 서류 (3가지 서류)
자기소개서 1부 (자유양식)
포트폴리오 1부 (양식확인)
성적증명서 1부
모집 대상 (열정적인 여러분)
(학부연구원) 학부생
(학사/석사연계) 학부생 (5학기 이상)
(석사/박사/통합) 학부생 - 대학원생
접수 방법 (이메일 접수)
자세한 내용은 모집공고 를 확인
yoseob.han@ssu.ac.kr 로 지원 서류를 전달
인공지능에 관심있고 열정적인 분들을 기다립니다 🙂
텍스트, 이미지, 음성 등 여러 데이터를 넘나들며
AI가 정보를 생성하고 검색하는 기술을 연구
인공지능으로 만든 가짜 영상과 음성을 탐지하여
진짜를 가려내는 기술을 개발
의료 영상의 화질을 높여 분석 정확도를 향상시켜
더 안전하고 정밀한 진단을 도움
(Accepted, 2025/04/05) SIGIR'25, a top-tier conference in the field of information retrieval
Yoori Oh1, Yoseob Han2, Joonhyeon Bae1, Jaeheon Sim1 and Kyogu Lee1
1 Department of Intelligence and Information, Seoul National University, Republic of Korea
2 Department of Electronic Engineering, Soongsil University, Republic of Korea
04/05/2025:
The following paper has been accepted at SIGIR'25, a top-tier conference in the field of information retrieval.
Yoori Oh, Yoseob Han, Joonhyeon Bae, Jaeheon Sim and Kyogu Lee, "Understanding Audio-Text Retrieval Through Singular Value Decomposition."
02/21/2025:
The following paper has been accepted at Physics in Medicine & Biology.
Yoseob Han, "Low-dose CT Reconstruction using Cross-domain Deep Learning with Domain Transfer Module."
01/17/2025:
The following paper has been accepted at IEEE ACCESS.
Gunwoo Lee*, Jungmin Lee*, Minkyo Jung, Joseph Lee, Kihun Hong, Souhwan Jung, and Yoseob Han, "Dual-Channel Deepfake Audio Detection: Leveraging Direct and Reverberant Waveforms." [GITHUB]
12/23/2024:
Professor Yoseob Han selected as one of the World's top 2% scientists.
03/26/2024:
The following paper has been accepted at SIGIR'24, a top-tier conference in the field of information retrieval.
Yoori Oh*, Yoseob Han*, and Kyogu Lee, "Distance Sampling-based Paraphraser leveraging ChatGPT for Text Data Manipulation."
03/08/2024:
The following paper has been accepted at Physics in Medicine & Biology.
Yoseob Han, "Hierarchical Decomposed Dual-domain Deep Learning for Sparse-view CT Reconstruction."
02/01/2024:
Three conference papers has been published at KICS Winter Conference 2024.
[1] Joseph Lee*, Gun Woo Lee*, and Yoseob Han, "CT Physics-based Cross-domain Deep Learning for Low-dose CT Reconstruction", *These authors contributed equally to this work.
[2] Jung Min Lee*, Min Kyo Jung*, and Yoseob Han, "Hierarchical Decomposed Projection-domain Deep Learning for Sparse-view CT Reconstruction", *These authors contributed equally to this work.
[3] Min Kyu Kim and Yoseob Han, "A Study on the Reconstruction Quality of Sparse-View CT According to the Computation Domain of the Loss Function".
08/20/2023:
"Semi-supervised Learning for Continuous Emotional Intensity Controllable Speech Synthesis with Disentangled Representations" has been published at INTERSPEECH2023.
05/11/2023:
"Multi-planar 2.5D U-Net for image quality enhancement of dental cone-beam CT" has been published at Plos one.
03/01/2023:
Yoseob Han joined Soongsil University.