Sungwon Hwang

According to our database, Sungwon Hwang authored at least 16 papers between 2021 and 2025.

Collaborative distances:

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

2025

Cross-Frame Representation Alignment for Fine-Tuning Video Diffusion Models.

Sungwon Hwang, Hyojin Jang, Kinam Kim, Minho Park, Jaegul Choo

CoRR, June, 2025

SphereDiff: Tuning-free Omnidirectional Panoramic Image and Video Generation via Spherical Latent Representation.

Minho Park, Taewoong Kang, Jooyeol Yun, Sungwon Hwang, Jaegul Choo

CoRR, April, 2025

A leap forward in chemical process design: Introducing an automated framework for integrated AI and CFD simulations.

Dela Quarme Gbadago, Sejin Go, Sungwon Hwang

Comput. Chem. Eng., 2025

SurFhead: Affine Rig Blending for Geometrically Accurate 2D Gaussian Surfel Head Avatars.

Jaeseong Lee, Taewoong Kang, Marcel C. Bühler, Min-Jung Kim, Sungwon Hwang, Junha Hyung, Hyojin Jang, Jaegul Choo

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Effective Rank Analysis and Regularization for Enhanced 3D Gaussian Splatting.

Junha Hyung, Susung Hong, Sungwon Hwang, Jaeseong Lee, Jaegul Choo, Jin-Hwa Kim

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

VEGS: View Extrapolation of Urban Scenes in 3D Gaussian Splatting Using Learned Priors.

Sungwon Hwang, Min-Jung Kim, Taewoong Kang, Jayeon Kang, Jaegul Choo

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Text2Control3D: Controllable 3D Avatar Generation in Neural Radiance Fields using Geometry-Guided Text-to-Image Diffusion Model.

Sungwon Hwang, Junha Hyung, Jaegul Choo

CoRR, 2023

FaceCLIPNeRF: Text-driven 3D Face Manipulation using Deformable Neural Radiance Fields.

Sungwon Hwang, Junha Hyung, Daejin Kim, Min-Jung Kim, Jaegul Choo

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Local 3D Editing via 3D Distillation of CLIP Knowledge.

Junha Hyung, Sungwon Hwang, Daejin Kim, Hyunji Lee, Jaegul Choo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Dynamic modeling and predictive control of boil-off gas generation during LNG loading.

Kyeongseok Shin, Sang Hwan Son, Jiyoung Moon, Yeonpyeong Jo, Joseph Sang-Il Kwon, Sungwon Hwang

Comput. Chem. Eng., 2022

Software platform for high-fidelity-data-based artificial neural network modeling and process optimization in chemical engineering.

Jiyoung Moon, Dela Quarme Gbadago, Gyuyeong Hwang, Dongjun Lee, Sungwon Hwang

Comput. Chem. Eng., 2022

Mitigation of intra-cycle mechano-chemical degradation-based capacity fade in Lithium-ion batteries: Application of a model predictive controller.

Gyuyeong Hwang, Niranjan Sitapure, Jiyoung Moon, Sungwon Hwang, Joseph Sang-Il Kwon

Proceedings of the American Control Conference, 2022

2021

ERASOR: Egocentric Ratio of Pseudo Occupancy-Based Dynamic Object Removal for Static 3D Point Cloud Map Building.

Hyungtae Lim, Sungwon Hwang, Hyun Myung

IEEE Robotics Autom. Lett., 2021

Multiscale modeling of dendrite formation in lithium-ion batteries.

Hyeonggeon Lee, Niranjan Sitapure, Sungwon Hwang, Joseph Sang-Il Kwon

Comput. Chem. Eng., 2021

Low-level Pose Control of Tilting Multirotor for Wall Perching Tasks Using Reinforcement Learning.

Hyungyu Lee, Myeongwoo Jeong, Chanyoung Kim, Hyungtae Lim, Changgue Park, Sungwon Hwang, Hyun Myung

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Equivariance-bridged SO(2)-Invariant Representation Learning using Graph Convolutional Network.

Sungwon Hwang, Hyungtae Lim, Hyun Myung

Proceedings of the 32nd British Machine Vision Conference 2021, 2021