Park, Dongmin

1. Learning from Noisy Labels with Deep Neural Networks: A Survey
   2020/07/16 by Song, Hwanjun, Kim, Minseok, Park, Dongmin +2 · 50 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Test-time Alignment of Diffusion Models without Reward Over-optimization
   2025/01/10 by Sun-Woo Kim, Sunwoo Kim, Min‐Kyu Kim +5 · 1 voice · 23 citations
   Physics and Astronomy · #Model Reduction and Neural Networks
3. Rare-to-Frequent: Unlocking Compositional Generation Power of Diffusion Models on Rare Concepts with LLM Guidance
   2024/10/29 by Dongmin Park, Park, Dongmin, Sebin Kim +9 · 10 citations
   Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Nuclear reactor physics and engineering
4. Continual Learning by Asymmetric Loss Approximation with Single-Side\n Overestimation
   2019/08/08 by Dongmin Park, Seok‐Il Hong, Park, Dongmin +5 · 3 citations
   Computer Science · Earth and Planetary Sciences · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Seismic Imaging and Inversion Techniques
5. Mitigating Dialogue Hallucination for Large Vision Language Models via Adversarial Instruction Tuning
   2024/03/15 by Dongmin Park, Park, Dongmin, Zhaofang Qian +5 · 3 citations
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Epilepsy research and treatment #Machine Learning in Healthcare
6. Meta-Query-Net: Resolving Purity-Informativeness Dilemma in Open-set Active Learning
   2022/10/13 by Park, Dongmin, Shin, Yooju, Bang, Jihwan +3 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. How does Early Stopping Help Generalization against Label Noise?
   2019/11/19 by Song, Hwanjun, Kim, Minseok, Park, Dongmin +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games
   2025/06/04 by Park, Dongmin, Kim, Minkyu, Choi, Beongjun +13 · 6 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
9. Robust Data Pruning under Label Noise via Maximizing Re-labeling Accuracy
   2023/11/02 by Park, Dongmin, Choi, Seola, Kim, Doyoung +2 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. Active Learning for Continual Learning: Keeping the Past Alive in the Present
    2025/01/24 by Jaehyun Park, Park, Jaehyun, Dongmin Park +3 · 2 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Education and Critical Thinking Development #FOS: Computer and information sciences #Machine Learning (cs.LG)