Sangwoong Yoon

According to our database, Sangwoong Yoon authored at least 8 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Generalized Contrastive Divergence: Joint Training of Energy-Based Model and Diffusion Model through Inverse Reinforcement Learning.

Sangwoong Yoon, Dohyun Kwon, Himchan Hwang, Yung-Kyun Noh, Frank C. Park

CoRR, 2023

Energy-Based Models for Anomaly Detection: A Manifold Diffusion Recovery Approach.

Sangwoong Yoon, Young-Uk Jin, Yung-Kyun Noh, Frank C. Park

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Variational Weighting for Kernel Density Ratios.

Sangwoong Yoon, Frank C. Park, Gunsu S. Yun, Iljung Kim, Yung-Kyun Noh

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Evaluating Out-of-Distribution Detectors Through Adversarial Generation of Outliers.

Sangwoong Yoon, Jinwon Choi, Yonghyeon Lee, Yung-Kyun Noh, Frank Chongwoo Park

CoRR, 2022

Regularized Autoencoders for Isometric Representation Learning.

Yonghyeon Lee, Sangwoong Yoon, Minjun Son, Frank Chongwoo Park

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Autoencoding Under Normalization Constraints.

Sangwoong Yoon, Yung-Kyun Noh, Frank Chongwoo Park

Proceedings of the 38th International Conference on Machine Learning, 2021

Image-to-Image Retrieval by Learning Similarity between Scene Graphs.

Sangwoong Yoon, Woo-Young Kang, Sungwook Jeon, SeongEun Lee, Changjin Han, Jonghun Park, Eun-Sol Kim

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2019

Deep-Hurricane-Tracker: Tracking and Forecasting Extreme Climate Events.

Sookyung Kim, Hyojin Kim, Joonseok Lee, Sangwoong Yoon, Samira Ebrahimi Kahou, Karthik Kashinath, Prabhat

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019