Woo, Dongyeop
- 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
- 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
- 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