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Autoencoding Under Normalization Constraints File

Yoon, Sangwoong , Noh, Yung-Kyun , Park, Frank C.

Conference Paper Issue Date2021-07-18 View13
Collision Detection for Robot Manipulators Using Unsupervised Anomaly Detection Algorithms File

Park, Kyu Min , Park, Younghyo , Yoon, Sangwoong , Park, Frank C.

Article Issue Date2022-10 View13
Deep-Hurricane-Tracker: Tracking and Forecasting Extreme Climate Events File

Kim, Sookyung , Kim, Hyojin , Lee, Joonseok , Yoon, Sangwoong , Kahou, Samira E. , Kashinath, Karthik , Mr. Prabhat

Conference Paper Issue Date2019-01-07 View15
Energy-Based Models for Anomaly Detection: A Manifold Diffusion Recovery Approach File

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

Conference Paper Issue Date2023-12-10 View14
Image-to-Image Retrieval by Learning Similarity between Scene Graphs

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

Conference Paper Issue Date2021-02-02 View16
Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models

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

Conference Paper Issue Date2024-12-12 View13
Regularized Autoencoders for Isometric Representation Learning File

Lee, Yonghyeon , Yoon, Sangwoong , Son, Minjun , Park, Frank C.

Conference Paper Issue Date2022-04-25 View14
ROBUST MULTI-OBJECTIVE CONTROLLED DECODING OF LARGE LANGUAGE MODELS File

Son, Seongho , Bankes, William , Yoon, Sangwoong , Ramesh, Shyam Sundhar , Tang, Xiaohang , Bogunovic, Ilija

Conference Paper Issue Date2026-04-23 View15
Value Gradient Sampler: Learning Invariant Value Functions for Equivariant Diffusion Sampling

Yoon, Sangwoong , Hwang, Himchan , Jeong, Hyeokju , Shin, Dong Kyu , Park, Che-Sang , Kweon, Sehee , Park, Frank Chongwoo

Conference Paper Issue Date2026-05-04 View19
Variational Weighting for Kernel Density Ratios File

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

Conference Paper Issue Date2023-12-10 View15
wd1: Weighted Policy Optimization for Reasoning in Diffusion Language Models

Tang, Xiaohang , Dolga, Rares , Yoon, Sangwoong , Bogunovic, Ilija

Conference Paper Issue Date2026-04-23 View18
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