머신러닝, 저널
IEEE TNNLS 논문을 낸 국내 연구실
T2IEEE Trans. Neural Networks and Learning Systems. 2023년 이후 논문 39편, 연구실 24곳
이 학회에 논문을 낸 연구실
| 연구실 | 대학 | 탑티어 논문 | 전체 논문 | 구성원 | 비교 |
|---|---|---|---|---|---|
 Korea Univ., AI and Mobility (AIM) Lab김중헌 교수모집 안내 | 고려대 | 9 | 156 | 58 | |
 MCML이종석 교수 | 연세대 | 9 | 41 | 15 | |
 Medical Artificial Intelligence Lab박상현 교수 | POSTECH | 20 | 34 | 17 | |
 Multimedia AI Lab김종유 교수신생 랩 | 연세대 | 4 | 7 | 13 |
최근 논문
- FIESTA: Fourier-Based Semantic Augmentation With Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image Segmentation
2026, Machine Intelligence Lab
- TopoCL: Topological Contrastive Learning for Time Series
2026, 윤윤진 연구실
- ADT²R: Adaptive Decision Transformer for Dynamic Treatment Regimes in Sepsis
2025, Machine Intelligence Lab
- Advancing Causal Intervention in Image Captioning With Causal Prompt
2025, IVY Lab & IVL Lab
- BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory Prediction
2025, 컴퓨터 비전 및 머신 러닝 랩
- Communication-Efficient Split Learning via Adaptive Feature-Wise Compression
2025, EffL (Efficient Learning), 무선통신 및 기계학습 연구실
- Counterfactual Explanation Through Latent Adjustment in Disentangled Space of Diffusion Model
2025, 패턴인식 및 머신러닝 연구실
- Data-Based Optimal Switching and Control With Admissibility Guaranteed Q-Learning
2025, 안춘기 연구실
- Deep Geometric Learning With Monotonicity Constraints for Alzheimer's Disease Progression
2025, Machine Intelligence Lab
- Diversify and Conquer: Open-Set Disagreement for Robust Semi-Supervised Learning With Outliers
2025, 패턴인식 및 머신러닝 연구실
- Enabling Visual Object Detection With Object Sounds via Visual Modality Recalling Memory
2025, IVY Lab & IVL Lab
- Generative Adversarial Soft Actor-Critic
2025, 석준희 연구실
- Gently Sloped and Extended Classification Margin for Overconfidence Relaxation of Out-of-Distribution Samples
2025, MCML
- HierSpeech++: Bridging the Gap Between Semantic and Acoustic Representation of Speech by Hierarchical Variational Inference for Zero-Shot Speech Synthesis
2025, 패턴인식 및 머신러닝 연구실
- Language-Driven Spatial-Semantic Cross-Attention for Face Attribute Recognition With Limited Labeled Data
2025, 패턴인식 및 머신러닝 연구실
- Masked and Inverse Dynamics Modeling for Data-Efficient Reinforcement Learning
2025, 디스플레이소자 연구실
- Position-Sensing Graph Neural Networks: Proactively Learning Nodes Relative Positions
2025, Machine Learning Lab, Machine Learning Lab, Machine Learning Lab
- Unveiling Hidden Visual Information: A Reconstruction Attack Against Adversarial Visual Information Hiding
2025, 고급지능시스템 연구실
- Advancing Adversarial Training by Injecting Booster Signal
2024, IVY Lab & IVL Lab
- An Iterative Method for Unsupervised Robust Anomaly Detection Under Data Contamination
2024, 기계 지능 연구실