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Recent Publications
2023 Dec.,
"Unknown-Aware Graph Regularization for Robust Semi-Supervised Learning from Uncurated Data
" has been accepted in
AAAI
.
2023 Dec.,
"DDDM-VC: Decoupled Denoising Diffusion Models with Disentangled Representation and Prior Mixup for Verified Robust Voice Conversion
" has been accepted in
AAAI
.
2023 Oct.,
"Masked Kinematic Continuity-aware Hierarchical Attention Network for Pose Estimation in Videos
" has been accepted in
Neural Networks
.
2023 Oct.,
"GITGAN: Generative Inter-subject Transfer for EEG Motor Imagery Analysis
" has been accepted in
Pattern Recognition
.
2023 Aug.,
"MHCanonNet: Multi-Hypothesis Canonical Lifting Network for Self-supervised 3D Human Pose Estimation in the wild Video
" has been accepted in
Pattern Recognition
.
2023 Aug.,
"SeriesSleepNet: An EEG Time Series Model with Partial Data Augmentation for Automatic Sleep Stage Scoring
" has been accepted in
Frontiers in Physiology
.
2023 Jul.,
"Toward Practical and Plausible Counterfactual Explanation through Latent Adjustment in Disentangled Space
" has been accepted in
Expert Systems with Applications
.
2023 Jun.,
"Learning to Estimate Palpation Forces in Robotic Surgery from Visual-Inertial Data
" has been accepted in
IEEE Trans. on Medical Robotics and Bionics
.
2023 May,
"Autonomous System for EEG-based Multiple Abnormal Mental States Classification Using Hybrid Deep Neural Networks Under Flight Environment
" has been accepted in
IEEE Trans. on Systems, Man and Cybernetics: Systems
.
2023 May,
"HierVST: Hierarchical Adaptive Zero-shot Voice Style Transfer
" has been accepted in
Interspeech (Oral)
.
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
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
3 papers have been accepted in Interspeech2023
2023.05.18
이성환 교수님, 석탑연구상 8년 연속 수상
2023.05.06
이성환 교수님, www.research.com 발표 Top Computer Science Scientists 국내 1위 학자 선…
2023.03.17
석박통합과정 오형석, 네이버클라우드 방문 연구자 선발
2023.03.15
남우정 박사, 경북대학교 조교수 임용
2023.01.25
J.-S. Bang's paper has been accepted in IEEE Trans. on Intelligent Transportation Systems
2023.01.13
이민지 박사, 가톨릭대학교 조교수 임용
2022.12.29
이성환 교수님, 고려대학교 특훈교수 임명
2022.12.26
J.-H. Hong's paper has been accepted in AAAI2023
2022.11.21
Y.-E. Lee's paper has been accepted in AAAI2023
2022.11.21
Nature, 우리 연구실의 Imagined Speech 연구 성과 소개
2022.10.22
P. Bertens's paper has been accepted in NeurIPS
2022.09.15
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