Haebeom Lee

1. Uncertainty-Aware Attention for Reliable Interpretation and Prediction
   2018/05/24 by Jay Heo, Heo, Jay, Haebeom Lee +11 · 6 citations
   Computer Science · #Machine Learning in Healthcare #Explainable Artificial Intelligence (XAI) #Topic Modeling
2. Meta Mirror Descent: Optimiser Learning for Fast Convergence
   2022/03/05 by Boyan Gao, Gao, Boyan, Henry Gouk +5 · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning and Data Classification #Optimization and Control (math.OC)
3. Meta-Learning for Short Utterance Speaker Recognition with Imbalance Length Pairs
   2020/04/06 by Seong Min Kye, Kye, Seong Min, Youngmoon Jung +7 · 2 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
4. Meta Learning Low Rank Covariance Factors for Energy-Based Deterministic\n Uncertainty
   2021/10/12 by Jeffrey Willette, Willette, Jeffrey, Haebeom Lee +5 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Dataset Condensation with Latent Space Knowledge Factorization and Sharing
   2022/08/21 by Haebeom Lee, Dong Bok Lee, Lee, Hae Beom +3 · 1 citation
   Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Music and Audio Processing
6. Meta Dropout: Learning to Perturb Features for Generalization
   2019/05/30 by Haebeom Lee, Taewook Nam, Lee, Hae Beom +5 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
7. Cost-Sensitive Multi-Fidelity Bayesian Optimization with Transfer of Learning Curve Extrapolation
   2024/05/28 by Dong Bok Lee, A. Zhang, Lee, Dong Bok +11 · 2 citations
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research
8. Delta-AI: Local objectives for amortized inference in sparse graphical models
   2023/10/03 by Jean-Pierre Falet, Haebeom Lee, Falet, Jean-Pierre +14 · 1 citation
   Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
9. On the Depth Scalability of Logic Gate Networks
   2026/07/19 by Taegun An, Dohun kim, Haebeom Lee +1
   Computer Science · #cs.AI #cs.LG #cs.LO