Kim, Sungwoong

18 publications

ICML 2025 ConfPO: Exploiting Policy Model Confidence for Critical Token Selection in Preference Optimization Hee Suk Yoon, Eunseop Yoon, Mark A. Hasegawa-Johnson, Sungwoong Kim, Chang D. Yoo

NeurIPS 2025 Score-Informed Neural Operator for Enhancing Ordering-Based Causal Discovery Jiyeon Kang, Songseong Kim, Chanhui Lee, Doyeong Hwang, Joanie Hayoun Chung, Yunkyung Ko, Sumin Lee, Sungwoong Kim, Sungbin Lim

ICMLW 2024 Filling in the Gaps: LLM-Based Structured Data Generation from Semi-Structured Scientific Data Hanbum Ko, Hongjun Yang, Sehui Han, Sungwoong Kim, Sungbin Lim, Rodrigo Hormazabal

NeurIPSW 2024 Integrating Visual and Linguistic Instructions for Context-Aware Navigation Agents Suhwan Choi, Yongjun Cho, Minchan Kim, Jaeyoon Jung, Myunchul Joe, Park Yu Been, Minseo Kim, Sungwoong Kim, Sungjae Lee, Whiseong Park, Jiwan Chung, Youngjae Yu

ECCV 2024 MEVG : Multi-Event Video Generation with Text-to-Video Models Gyeongrok Oh, Jaehwan Jeong, Sieun Kim, Wonmin Byeon, Jinkyu Kim, Sungwoong Kim, Sangpil Kim

ICMLW 2024 Scalable Multi-Task Transfer Learning for Molecular Property Prediction Chanhui Lee, Dae-Woong Jeong, Sung Moon Ko, Sumin Lee, Hyunseung Kim, Soorin Yim, Sehui Han, Sungwoong Kim, Sungbin Lim

CVPR 2023 MAGVLT: Masked Generative Vision-and-Language Transformer Sungwoong Kim, Daejin Jo, Donghoon Lee, Jongmin Kim

NeurIPS 2023 Score-Based Generative Models with Lévy Processes Eun Bi Yoon, Keehun Park, Sungwoong Kim, Sungbin Lim

CVPRW 2022 Contrastive Regularization for Semi-Supervised Learning Doyup Lee, Sungwoong Kim, Ildoo Kim, Yeongjae Cheon, Minsu Cho, Wook-Shin Han

NeurIPS 2022 LECO: Learnable Episodic Count for Task-Specific Intrinsic Reward Daejin Jo, Sungwoong Kim, Daniel Nam, Taehwan Kwon, Seungeun Rho, Jongmin Kim, Donghoon Lee

ICMLW 2021 Automated Learning Rate Scheduler for Large-Batch Training Chiheon Kim, Saehoon Kim, Jongmin Kim, Donghoon Lee, Sungwoong Kim

CVPR 2021 Spatially Consistent Representation Learning Byungseok Roh, Wuhyun Shin, Ildoo Kim, Sungwoong Kim

AAAI 2021 Visual Concept Reasoning Networks Taesup Kim, Sungwoong Kim, Yoshua Bengio

NeurIPS 2020 Learning Loss for Test-Time Augmentation Ildoo Kim, Younghoon Kim, Sungwoong Kim

NeurIPS 2019 Fast AutoAugment Sungbin Lim, Ildoo Kim, Taesup Kim, Chiheon Kim, Sungwoong Kim

NeurIPS 2019 Mining GOLD Samples for Conditional GANs Sangwoo Mo, Chiheon Kim, Sungwoong Kim, Minsu Cho, Jinwoo Shin

NeurIPS 2018 Bayesian Model-Agnostic Meta-Learning Jaesik Yoon, Taesup Kim, Ousmane Dia, Sungwoong Kim, Yoshua Bengio, Sungjin Ahn

NeurIPS 2011 Higher-Order Correlation Clustering for Image Segmentation Sungwoong Kim, Sebastian Nowozin, Pushmeet Kohli, Chang D. Yoo