Recent Publications

2024 Apr., "Ensuring Spatial Scalability with Temporal-wise Spatial Attentive Pooling for Temporal Action Detection " has been accepted in Neural Networks.

2024 Apr., "MEDi-SOL: Multi Ensemble Distribution Model for Estimating Sleep Onset Latency " has been accepted in IEEE Journal of Biomedical and Health Informatics.

2024 Apr., "Mixup Mask Adaptation: Bridging the gap between input saliency and representations via attention mechanism in feature mixup " has been accepted in Image and Vision Computing.

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.

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

이성환 고려대 교수, 세계 권위 학회 ICASSP서 ‘BTS’를 외치다 2024.04.16

H.-J. Kim's paper has been accepted in Neural Networks 2024.04.14

이성환 교수님, ICASSP 2024 기조 강연자로 선정 2024.04.12

S.-W. Oh's paper has been accepted in IEEE Journal of Biomedical and Health Informatics 2024.04.04

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

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Pattern Recognition & Machine Learning Lab Korea University, 145, Anam-ro, Seongbuk-gu, Seoul, 02841, Korea Tel: +82-2-3290-3572, Fax: +82-2-926-2168

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