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Dongjun Kim
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Year
Soft truncation: A universal training technique of score-based diffusion model for high precision score estimation
D Kim, S Shin, K Song, W Kang, IC Moon
arXiv preprint arXiv:2106.05527, 2021
80*2021
Refining generative process with discriminator guidance in score-based diffusion models
D Kim, Y Kim, SJ Kwon, W Kang, IC Moon
arXiv preprint arXiv:2211.17091, 2022
492022
Maximum likelihood training of implicit nonlinear diffusion models
D Kim, B Na, SJ Kwon, D Lee, W Kang, IC Moon
arXiv preprint arXiv:2205.13699, 2022
292022
Consistency trajectory models: Learning probability flow ode trajectory of diffusion
D Kim, CH Lai, WH Liao, N Murata, Y Takida, T Uesaka, Y He, Y Mitsufuji, ...
arXiv preprint arXiv:2310.02279, 2023
142023
Generalized gumbel-softmax gradient estimator for various discrete random variables
W Joo, D Kim, S Shin, IC Moon
arXiv preprint arXiv:2003.01847, 2020
122020
Implicit kernel attention
K Song, Y Jung, D Kim, IC Moon
Proceedings of the AAAI Conference on Artificial Intelligence 35 (11), 9713-9721, 2021
112021
Automatic calibration of dynamic and heterogeneous parameters in agent-based models
D Kim, TS Yun, IC Moon, JW Bae
Autonomous Agents and Multi-Agent Systems 35 (2), 46, 2021
72021
Unsupervised controllable generation with score-based diffusion models: Disentangled latent code guidance
Y Kim, D Kim, HM Lee, I Moon
NeurIPS 2022 Workshop on Score-Based Methods, 2022
32022
Data-driven automatic calibration for validation of agent-based social simulations
IC Moon, D Kim, TS Yun, JW Bae, DO Kang, E Paik
2018 IEEE international conference on systems, man, and cybernetics (SMC …, 2018
32018
Sequential Likelihood-Free Inference with Neural Proposal
D Kim, K Song, YY Kim, Y Shin, W Kang, IC Moon, W Joo
Pattern Recognition Letters 169, 102-109, 2023
2*2023
Agent-Based Model for Urban Administration: A Case Study of Bridge Construction and its Traffic Dispersion Effect
TS Yun, D Kim, IC Moon, JW Bae
Journal of Artificial Societies and Social Simulation 25 (4), 2022
22022
Neural posterior regularization for likelihood-free inference
D Kim, K Song, S Shin, W Kang, IC Moon, W Joo
arXiv preprint arXiv:2102.07770, 2021
2*2021
Adversarial likelihood-free inference on black-box generator
D Kim, W Joo, S Shin, K Song, IC Moon
arXiv preprint arXiv:2004.05803, 2020
22020
Modeling and simulation on One-vs-One air combat with deep reinforcement learning
IC Moon, M Jung, D Kim
Journal of the Korea Society for Simulation 29 (1), 39-46, 2020
22020
Virtual-Constructive Simulation Interoperation for Aircombat Battle Experiment
D Kim, Y Shin, KS An, YG Kim, IC Moon, JW Bae
Journal of the Korea Society for Simulation 30 (1), 139-152, 2021
12021
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Articles 1–15