Sotabase

Career

· Research Scientist, Adobe
· PhD Student, KAIST
· Intern/Researcher, Sony AI
· Postdoctoral Researcher, Stanford University

Publications (55)

Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion
International Conference on Learning Representations · 2023
330
cited
Manifold Preserving Guided Diffusion
International Conference on Learning Representations · 2023
126
cited
Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation
International Conference on Machine Learning · 2021
113
cited
Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models
International Conference on Machine Learning · 2022
101
cited
Maximum Likelihood Training of Implicit Nonlinear Diffusion Models
Neural Information Processing Systems · 2022
60
cited
Score Matching Model for Unbounded Data Score
arXiv.org · 2021
32
cited
Training Unbiased Diffusion Models From Biased Dataset
International Conference on Learning Representations · 2024
32
cited
Digital twin for autonomous collaborative robot by using synthetic data and reinforcement learning
Robotics Comput. Integr. Manuf.
21
cited
Implicit Kernel Attention
AAAI Conference on Artificial Intelligence · 2020
17
cited
Automatic calibration of dynamic and heterogeneous parameters in agent-based models
Autonomous Agents and Multi-Agent Systems · 2021
16
cited
Generalized Gumbel-Softmax Gradient Estimator for Various Discrete Random Variables
arXiv.org · 2020
13
cited
Influence of Tree Vegetation on Soil Microbial Communities in Temperate Forests and Their Potential as a Proactive Indicator of Vegetation Shift Due to Climate Change
Sustainability · 2020
7
cited
Graph Construction Method for GNN-Based Multivariate Time-Series Forecasting
Computers, Materials & Continua · 2023
6
cited
Adversarial Likelihood-Free Inference on Black-Box Generator
arXiv.org · 2020
5
cited
Data-Driven Automatic Calibration for Validation of Agent-Based Social Simulations
IEEE International Conference on Systems, Man and Cybernetics · 2018
5
cited
Exploring Diffusion Transformer Designs via Grafting
arXiv.org · 2025
5
cited
Agent-Based Model for Urban Administration: A Case Study of Bridge Construction and its Traffic Dispersion Effect
Journal of Artificial Societies and Social Simulation · 2022
4
cited
Generalized Gumbel-Softmax gradient estimator for generic discrete random variables
Pattern Recognition Letters · 2020
3
cited
Sequential Likelihood-Free Inference with Implicit Surrogate Proposal
arXiv.org · 2020
3
cited
Automatic Calibration Framework of Agent-based Models for Dynamic and Heterogeneous Parameters
Adaptive Agents and Multi-Agent Systems · 2022
2
cited
Sotabase
Dongjun Kim | Researcher Profile | Sotabase | Sotabase