Sangwoong Yoon

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Inverse Reinforcement Learning

Diffusion Models

Inexact Graph Matching

Image Retrieval

Top Venues

Publications

Sangwoong Yoon, Himchan Hwang, Dohyun Kwon, Yung-Kyun Noh, Frank C. Park
Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models. CoRR (2024)
Sangwoong Yoon, Young-Uk Jin, Yung-Kyun Noh, Frank C. Park
Energy-Based Models for Anomaly Detection: A Manifold Diffusion Recovery Approach. NeurIPS (2023)
Sangwoong Yoon, Frank Chongwoo Park, Gunsu S. Yun, Iljung Kim, Yung-Kyun Noh
Variational Weighting for Kernel Density Ratios. CoRR (2023)
Sangwoong Yoon, Frank C. Park, Gunsu S. Yun, Iljung Kim, Yung-Kyun Noh
Variational Weighting for Kernel Density Ratios. NeurIPS (2023)
Sangwoong Yoon, Dohyun Kwon, Himchan Hwang, Yung-Kyun Noh, Frank C. Park
Generalized Contrastive Divergence: Joint Training of Energy-Based Model and Diffusion Model through Inverse Reinforcement Learning. CoRR (2023)
Sangwoong Yoon, Young-Uk Jin, Yung-Kyun Noh, Frank C. Park
Energy-Based Models for Anomaly Detection: A Manifold Diffusion Recovery Approach. CoRR (2023)
Yonghyeon Lee, Sangwoong Yoon, MinJun Son, Frank Chongwoo Park
Regularized Autoencoders for Isometric Representation Learning. ICLR (2022)
Sangwoong Yoon, Jinwon Choi, Yonghyeon Lee, Yung-Kyun Noh, Frank Chongwoo Park
Evaluating Out-of-Distribution Detectors Through Adversarial Generation of Outliers. CoRR (2022)
Sangwoong Yoon, Yung-Kyun Noh, Frank Chongwoo Park
Autoencoding Under Normalization Constraints. CoRR (2021)
Sangwoong Yoon, Yung-Kyun Noh, Frank Chongwoo Park
Autoencoding Under Normalization Constraints. ICML (2021)
Sangwoong Yoon, Woo-Young Kang, Sungwook Jeon, SeongEun Lee, Changjin Han, Jonghun Park, Eun-Sol Kim
Image-to-Image Retrieval by Learning Similarity between Scene Graphs. AAAI (2021)
Sangwoong Yoon, Woo-Young Kang, Sungwook Jeon, SeongEun Lee, Changjin Han, Jonghun Park, Eun-Sol Kim
Image-to-Image Retrieval by Learning Similarity between Scene Graphs. CoRR (2020)
Sookyung Kim, Hyojin Kim, Joonseok Lee, Sangwoong Yoon, Samira Ebrahimi Kahou, Karthik Kashinath, Prabhat
Deep-Hurricane-Tracker: Tracking and Forecasting Extreme Climate Events. WACV (2019)