Dongjun Kim

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 36

Top Topics

Diffusion Model

Nonlinear Diffusion

Preliminary Study

Generative Process

Top Venues

Publications

Dongjun Kim, Minho Choi, Jumyung Um
Digital twin for autonomous collaborative robot by using synthetic data and reinforcement learning. Robotics Comput. Integr. Manuf. 85 (2024)
Cherry Kim, Seongjin Wang, Dongjun Kim, Shijia Pan, Jun Han
Poster: ImpacTile: Tile-level Localization for the Visually Impaired using Structural Uniqueness. HotMobile (2024)
Koichi Saito, Dongjun Kim, Takashi Shibuya, Chieh-Hsin Lai, Zhi Zhong, Yuhta Takida, Yuki Mitsufuji
SoundCTM: Uniting Score-based and Consistency Models for Text-to-Sound Generation. CoRR (2024)
Dongjun Kim, Chieh-Hsin Lai, Wei-Hsiang Liao, Yuhta Takida, Naoki Murata, Toshimitsu Uesaka, Yuki Mitsufuji, Stefano Ermon
PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher. CoRR (2024)
Yeongmin Kim, Byeonghu Na, Minsang Park, JoonHo Jang, Dongjun Kim, Wanmo Kang, Il-Chul Moon
Training Unbiased Diffusion Models From Biased Dataset. CoRR (2024)
Sungwoo Park, Dongjun Kim, Ahmed Alaa
Mean-field Chaos Diffusion Models. CoRR (2024)
Yutong He, Naoki Murata, Chieh-Hsin Lai, Yuhta Takida, Toshimitsu Uesaka, Dongjun Kim, Wei-Hsiang Liao, Yuki Mitsufuji, J. Zico Kolter, Ruslan Salakhutdinov, Stefano Ermon
Manifold Preserving Guided Diffusion. ICLR (2024)
Dongjun Kim, Juhyun Kim, Seungbin You, Eunho Sung, Jaeheung Park
Preliminary Study and Analysis of MUAT: Modularized Ultralight Arm Tracker for Humanoid Teleoperation. UR (2024)
Dongjun Kim, Chieh-Hsin Lai, Wei-Hsiang Liao, Naoki Murata, Yuhta Takida, Toshimitsu Uesaka, Yutong He, Yuki Mitsufuji, Stefano Ermon
Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion. ICLR (2024)
Zhuo Zheng, Stefano Ermon, Dongjun Kim, Liangpei Zhang, Yanfei Zhong
Changen2: Multi-Temporal Remote Sensing Generative Change Foundation Model. CoRR (2024)
Yeongmin Kim, Byeonghu Na, Minsang Park, JoonHo Jang, Dongjun Kim, Wanmo Kang, Il-Chul Moon
Training Unbiased Diffusion Models From Biased Dataset. ICLR (2024)
Cherry Kim, Seongjin Wang, Dongjun Kim, Shijia Pan, Jun Han
ImpacTile: Tile-level Localization for the Visually Impaired using Structural Uniqueness. HotMobile (2024)
Dongjun Kim, Kyungwoo Song, Yoon-Yeong Kim, Yongjin Shin, Wanmo Kang, Il-Chul Moon, Weonyoung Joo
Sequential Likelihood-Free Inference with Neural Proposal. Pattern Recognit. Lett. 169 (2023)
Dongjun Kim, Yeongmin Kim, Se Jung Kwon, Wanmo Kang, Il-Chul Moon
Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models. ICML (2023)
Yutong He, Naoki Murata, Chieh-Hsin Lai, Yuhta Takida, Toshimitsu Uesaka, Dongjun Kim, Wei-Hsiang Liao, Yuki Mitsufuji, J. Zico Kolter, Ruslan Salakhutdinov, Stefano Ermon
Manifold Preserving Guided Diffusion. CoRR (2023)
Dongjun Kim, Chieh-Hsin Lai, Wei-Hsiang Liao, Naoki Murata, Yuhta Takida, Toshimitsu Uesaka, Yutong He, Yuki Mitsufuji, Stefano Ermon
Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion. CoRR (2023)
Dongjun Kim, Byeonghu Na, Se Jung Kwon, Dongsoo Lee, Wanmo Kang, Il-Chul Moon
Maximum Likelihood Training of Implicit Nonlinear Diffusion Models. CoRR (2022)
Tae-Sub Yun, Dongjun Kim, Il-Chul Moon, Jang Won Bae
Agent-Based Model for Urban Administration: A Case Study of Bridge Construction and its Traffic Dispersion Effect. J. Artif. Soc. Soc. Simul. 25 (4) (2022)
Dongjun Kim, Byeonghu Na, Se Jung Kwon, Dongsoo Lee, Wanmo Kang, Il-Chul Moon
Maximum Likelihood Training of Implicit Nonlinear Diffusion Model. NeurIPS (2022)
Dongjun Kim, Seungjae Shin, Kyungwoo Song, Wanmo Kang, Il-Chul Moon
Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation. ICML (2022)
Dongjun Kim, Yeongmin Kim, Wanmo Kang, Il-Chul Moon
Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models. CoRR (2022)
Dongjun Kim, Tae-Sub Yun, Il-Chul Moon, Jang Won Bae
Automatic Calibration Framework of Agent-Based Models for Dynamic and Heterogeneous Parameters. CoRR (2022)
Dongjun Kim, Tae-Sub Yun, Il-Chul Moon, Jang Won Bae
Automatic Calibration Framework of Agent-based Models for Dynamic and Heterogeneous Parameters. AAMAS (2022)
Dongjun Kim, Seungjae Shin, Kyungwoo Song, Wanmo Kang, Il-Chul Moon
Score Matching Model for Unbounded Data Score. CoRR (2021)
Dongjun Kim, Kyungwoo Song, Seungjae Shin, Wanmo Kang, Il-Chul Moon
Posterior-Aided Regularization for Likelihood-Free Inference. CoRR (2021)
Kyungwoo Song, Yohan Jung, Dongjun Kim, Il-Chul Moon
Implicit Kernel Attention. AAAI (2021)
Dongjun Kim, Tae-Sub Yun, Il-Chul Moon, Jang Won Bae
Automatic calibration of dynamic and heterogeneous parameters in agent-based models. Auton. Agents Multi Agent Syst. 35 (2) (2021)
Weonyoung Joo, Dongjun Kim, Seungjae Shin, Il-Chul Moon
Generalized Gumbel-Softmax Gradient Estimator for Various Discrete Random Variables. CoRR (2020)
Dongjun Kim, Kyungwoo Song, Yoon-Yeong Kim, Yongjin Shin, Il-Chul Moon
Sequential Likelihood-Free Inference with Implicit Surrogate Proposal. CoRR (2020)
Junsoo Lee, Eungyeup Kim, Yunsung Lee, Dongjun Kim, Jaehyuk Chang, Jaegul Choo
Reference-Based Sketch Image Colorization Using Augmented-Self Reference and Dense Semantic Correspondence. CVPR (2020)
Junsoo Lee, Eungyeup Kim, Yunsung Lee, Dongjun Kim, Jaehyuk Chang, Jaegul Choo
Reference-Based Sketch Image Colorization using Augmented-Self Reference and Dense Semantic Correspondence. CoRR (2020)
Kyungwoo Song, Yohan Jung, Dongjun Kim, Il-Chul Moon
Implicit Kernel Attention. CoRR (2020)
Dongjun Kim, Weonyoung Joo, Seungjae Shin, Il-Chul Moon
Adversarial Likelihood-Free Inference on Black-Box Generator. CoRR (2020)
Dongjun Kim, Tae-Sub Yun, Il-Chul Moon
Automatic Calibration of Dynamic and Heterogeneous Parameters in Agent-based Model. CoRR (2019)
Il-Chul Moon, Dongjun Kim, Tae-Sub Yun, Jang Won Bae, Dong-Oh Kang, Euihyun Paik
Data-Driven Automatic Calibration for Validation of Agent-Based Social Simulations. SMC (2018)
Jungsun Jang, Yeonsoo Lee, Seolhwa Lee, Dongwon Shin, Dongjun Kim, Hae-Chang Rim
A novel density-based clustering method using word embedding features for dialogue intention recognition. Clust. Comput. 19 (4) (2016)
Dongjun Kim, Changwon Jeon, Bonghyup Kang, Hanseok Ko
Enhancement of image degraded by fog using cost function based on human visual model. MFI (2008)
Dongjun Kim, Seungjin Woo, Jeong-Whan Lee, Kyeong-Seop Kim
Human Sensibility Evaluation Using Neural Network and Multiple-Template Method on Electroencephalogram (EEG). ISNN (2) (2007)