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Woo, Dongyeop

  1. Iterated Energy-based Flow Matching for Sampling from Boltzmann Densities
    2024/08/29 by Dongyeop Woo, Sungsoo Ahn, Woo, Dongyeop +1 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting
  2. On scalable and efficient training of diffusion samplers
    2025/05/26 by Min‐Kyu Kim, Kim, Minkyu, Kiyoung Seong +6 · 5 citations
    Computer Science · Environmental Science · Mathematics · #Advanced Mathematical Modeling in Engineering #FOS: Computer and information sciences #Groundwater flow and contamination studies #Machine Learning (cs.LG) #Numerical methods in inverse problems
  3. Non-backtracking Graph Neural Networks
    2023/10/11 by S.H. Park, Park, Seonghyun, Narae Ryu +9 · 1 citation
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM