Dongmin Park
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Machine Learning and Data Classification, Recommender Systems and Techniques, Reinforcement Learning in Robotics, Anomaly Detection Techniques and Applications
Most-Cited Works
- → Learning from Noisy Labels with Deep Neural Networks: A Survey(2020)91 cited
- Prestopping: How Does Early Stopping Help Generalization Against Label Noise?(2019)
- → How does Early Stopping Help Generalization against Label Noise?(2019)19 cited
- → S-mote: SMART Home Framework for Common Household Appliances in IoT Network(2019)17 cited
- → Analysis of signal interference in human body communication using human body as transmission medium(2006)15 cited
- → Effects of ground electrode on signal transmission of human body communication using human body as transmission medium(2006)12 cited
- → TRAP: Two-level Regularized Autoencoder-based Embedding for Power-law Distributed Data(2020)7 cited
- → Meta-Query-Net: Resolving Purity-Informativeness Dilemma in Open-set Active Learning(2022)6 cited
- → Robust Data Pruning under Label Noise via Maximizing Re-labeling Accuracy(2023)4 cited
- → Mitigating Dialogue Hallucination for Large Vision Language Models via Adversarial Instruction Tuning(2024)2 cited