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Recent Publications
2024 Mar.,
"Appearance Debiased Gaze Estimation via Stochastic Subject-Wise Adversarial Learning
" has been accepted in
Pattern Recognition
.
2024 Mar.,
"Clustering-Based Augmentation for Effective Self-Supervised Learning in Sleep Staging
" has been accepted in
IJCNN
.
2024 Mar.,
"Geometry-driven Self-Supervision for 3D Human Pose Estimation
" has been accepted in
Neural Networks
.
2024 Feb.,
"TE-TAD: Towards Fully End-to-End Temporal Action Detection via Time-Aligned Coordinate Expression
" has been accepted in
CVPR
.
2024 Jan.,
"DeepHealthNet: Adolescent Obesity Prediction System Based on a Deep Learning Framework
" has been accepted in
IEEE Journal of Biomedical and Health Informatics
.
2024 Jan.,
"Explaining Generative Diffusion Models via Visual Analysis for Interpretable Decision-Making Process
" has been accepted in
Expert Systems With Applications
.
2024 Jan.,
"Towards Domain-free Transformer for Generalized EEG Pre-training
" has been accepted in
IEEE Trans. on Neural Systems & Rehabilitation Engineering
.
2023 Dec.,
"Audio Super-resolution with Robust Speech Representation Learning of Masked Autoencoder
" has been accepted in
IEEE Trans. on Audio, Speech and Language Processing
.
2023 Dec.,
"TRANSENTENCE: Speech-to-Speech Translation via Language-agnostic Sentence-level Speech Encoding without Language-parallel Data
" has been accepted in
ICASSP
.
2023 Dec.,
"MIDI-Voice: Expressive Zero-shot Singing Voice Synthesis via MIDI-driven Priors
" has been accepted in
ICASSP
.
Selected Publications
Science Robotics, "An adaptive deep reinforcement learning framework enables curling robots with human-like performance ...", 2020.
Nature Machine Intelligence, "Network of Evolvable Neural Units Can Learn Synaptic Learning Rules and Spiking Dynamics", 2020.
Science Advances, "Leaf inspired homeostatic cellulose biosensors", 2021.
Nature Communications, "Quantifying Arousal and Awareness in Altered States of Consciousness using Interpretable Deep Learning", 2022.
News
G.-J. Yang's paper has been accepted in Neural Networks
2024.03.12
H.-J Kim's paper has been accepted in CVPR
2024.02.29
김근태 박사, 한림대학교 인공지능융합학부 조교수 임용
2024.01.25
J.-H. Jeong's paper has been accepted in IEEE Journal of Biomedical and Health Informatics
2024.01.17
J.-H. Park's paper has been accepted in Expert Systems With Applications
2024.01.15
S.-J. Kim's paper has been accepted in IEEE Trans. on Neural Systems and Rehabilitation Enginee…
2024.01.15
이성환 교수님, 신년 인터뷰
2024.01.08
이상훈 박사, 아주대학교 소프트웨어학과 조교수 임용
2023.12.28
이성환 교수님, 한국공학한림원 정회원 선임
2023.12.27
S.-B. Kim's paper has been accepted in IEEE T-ASLP
2023.12.21
2 papers have been accepted in ICASSP2024
2023.12.14
Y.-E. Kim's paper has been accepted in Pattern Recognition
2023.12.12
2 papers have been accepted in AAAI2024
2023.12.09
이성환 교수님, 과학기술정보통신부 장관상 수상
2023.12.02
정지훈 교수, IEEE EMBS Best Paper Award 수상
2023.11.21
K.-M. Jin's paper has been accepted in Neural Networks
2023.10.24
K. Yin's paper has been accepted in Pattern Recognition
2023.10.04
H.-W. Kim's paper has been accepted in Pattern Recognition
2023.08.22
S.-H. Na's paper has been accepted in Expert Systems with Applications
2023.07.14
D.-H. Lee's paper has been accepted in IEEE Trans. on Systems, Man and Cybernetics: Systems
2023.05.30
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