Soo Ye Kim

According to our database, Soo Ye Kim authored at least 41 papers between 2018 and 2026.

Collaborative distances:

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

2026

CatalogStitch: Dimension-Aware and Occlusion-Preserving Object Compositing for Catalog Image Generation.

Sanyam Jain, Pragya Kandari, Manit Singhal, He Zhang, Soo Ye Kim

CoRR, April, 2026

MotionGrounder: Grounded Multi-Object Motion Transfer via Diffusion Transformer.

Samuel Teodoro, Yun Chen, Agus Gunawan, Soo Ye Kim, Jihyong Oh, Munchurl Kim

CoRR, April, 2026

LightMover: Generative Light Movement with Color and Intensity Controls.

Gengze Zhou, Tianyu Wang, Soo Ye Kim, Zhixin Shu, Xin Yu, Yannick Hold-Geoffroy, Sumit Chaturvedi, Qi Wu, Zhe Lin, Scott Cohen

CoRR, March, 2026

Tri-Prompting: Video Diffusion with Unified Control over Scene, Subject, and Motion.

Zhenghong Zhou, Xiaohang Zhan, Zhiqin Chen, Soo Ye Kim, Nanxuan Zhao, Haitian Zheng, Qing Liu, He Zhang, Zhe Lin, Yuqian Zhou, Jiebo Luo

CoRR, March, 2026

PropFly: Learning to Propagate via On-the-Fly Supervision from Pre-trained Video Diffusion Models.

Wonyong Seo, Jaeho Moon, Jaehyup Lee, Soo Ye Kim, Munchurl Kim

CoRR, February, 2026

CompSplat: Compression-aware 3D Gaussian Splatting for Real-world Video.

Hojun Song, Heejung Choi, Aro Kim, Chae-yeong Song, Gahyeon Kim, Soo Ye Kim, Jaehyup Lee, Sanghyo Park

CoRR, February, 2026

G2P: Gaussian-to-Point Attribute Alignment for Boundary-Aware 3D Semantic Segmentation.

Hojun Song, Chae-yeong Song, Jeong-hun Hong, Chaewon Moon, Dong-hwi Kim, Gahyeon Kim, Soo Ye Kim, Yiyi Liao, Jaehyup Lee, Sang-hyo Park

CoRR, January, 2026

I-INR: Iterative Implicit Neural Representations.

Ali Haider, Muhammad Salman Ali, Maryam Qamar, Tahir Khalil, Soo Ye Kim, Jihyong Oh, Enzo Tartaglione, Sung-Ho Bae

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Both Semantics and Reconstruction Matter: Making Representation Encoders Ready for Text-to-Image Generation and Editing.

Shilong Zhang, He Zhang, Zhifei Zhang, Chongjian Ge, Shuchen Xue, Shaoteng Liu, Mengwei Ren, Soo Ye Kim, Yuqian Zhou, Qing Liu, Daniil Pakhomov, Kai Zhang, Zhe Lin, Ping Luo

CoRR, December, 2025

OmniText: A Training-Free Generalist for Controllable Text-Image Manipulation.

Agus Gunawan, Samuel Teodoro, Yun Chen, Soo Ye Kim, Jihyong Oh, Munchurl Kim

CoRR, October, 2025

EditVerse: Unifying Image and Video Editing and Generation with In-Context Learning.

Xuan Ju, Tianyu Wang, Yuqian Zhou, He Zhang, Qing Liu, Nanxuan Zhao, Zhifei Zhang, Yijun Li, Yuanhao Cai, Shaoteng Liu, Daniil Pakhomov, Zhe Lin, Soo Ye Kim, Qiang Xu

CoRR, September, 2025

OmniVCus: Feedforward Subject-driven Video Customization with Multimodal Control Conditions.

Yuanhao Cai, He Zhang, Xi Chen, Jinbo Xing, Yiwei Hu, Yuqian Zhou, Kai Zhang, Zhifei Zhang, Soo Ye Kim, Tianyu Wang, Yulun Zhang, Xiaokang Yang, Zhe Lin, Alan L. Yuille

CoRR, June, 2025

Frame Guidance: Training-Free Guidance for Frame-Level Control in Video Diffusion Models.

Sangwon Jang, Taekyung Ki, Jaehyeong Jo, Jaehong Yoon, Soo Ye Kim, Zhe Lin, Sung Ju Hwang

CoRR, June, 2025

OmniVCus: Feedforward Subject-driven Video Customization with Multimodal Control Conditions.

Yuanhao Cai, He Zhang, Xi Chen, Jinbo Xing, Yiwei Hu, Yuqian Zhou, Kai Zhang, Zhifei Zhang, Soo Ye Kim, Tianyu Wang, Yulun Zhang, Xiaokang Yang, Zhe Lin, Alan L. Yuille

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Refine-by-Align: Reference-Guided Artifacts Refinement through Semantic Alignment.

Yizhi Song, Liu He, Zhifei Zhang, Soo Ye Kim, He Zhang, Wei Xiong, Zhe Lin, Brian L. Price, Scott Cohen, Jianming Zhang, Daniel G. Aliaga

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Baking Gaussian Splatting Into Diffusion Denoiser for Fast and Scalable Single-Stage Image-to-3D Generation and Reconstruction.

Yuanhao Cai, He Zhang, Kai Zhang, Yixun Liang, Mengwei Ren, Fujun Luan, Qing Liu, Soo Ye Kim, Jianming Zhang, Zhifei Zhang, Yuqian Zhou, Yulun Zhang, Xiaokang Yang, Zhe Lin, Alan L. Yuille

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

ObjectMover: Generative Object Movement with Video Prior.

Xin Yu, Tianyu Wang, Soo Ye Kim, Paul Guerrero, Xi Chen, Qing Liu, Zhe Lin, Xiaojuan Qi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Generative Image Layer Decomposition with Visual Effects.

Jinrui Yang, Qing Liu, Yijun Li, Soo Ye Kim, Daniil Pakhomov, Mengwei Ren, Jianming Zhang, Zhe Lin, Cihang Xie, Yuyin Zhou

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

MetaShadow: Object-Centered Shadow Detection, Removal, and Synthesis.

Tianyu Wang, Jianming Zhang, Haitian Zheng, Zhihong Ding, Scott Cohen, Zhe Lin, Wei Xiong, Chi-Wing Fu, Luis Figueroa, Soo Ye Kim

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Multitwine: Multi-Object Compositing with Text and Layout Control.

Gemma Canet Tarrés, Zhe Lin, Zhifei Zhang, He Zhang, Andrew Gilbert, John P. Collomosse, Soo Ye Kim

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Generative Video Propagation.

Shaoteng Liu, Tianyu Wang, Jui-Hsien Wang, Qing Liu, Zhifei Zhang, Joon-Young Lee, Yijun Li, Bei Yu, Zhe Lin, Soo Ye Kim, Jiaya Jia

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

FINECAPTION: Compositional Image Captioning Focusing on Wherever You Want at Any Granularity.

Hang Hua, Qing Liu, Lingzhi Zhang, Jing Shi, Soo Ye Kim, Zhifei Zhang, Yilin Wang, Jianming Zhang, Zhe Lin, Jiebo Luo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics.

Xi Chen, Zhifei Zhang, He Zhang, Yuqian Zhou, Soo Ye Kim, Qing Liu, Yijun Li, Jianming Zhang, Nanxuan Zhao, Yilin Wang, Hui Ding, Zhe Lin, Hengshuang Zhao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

MIVE: New Design and Benchmark for Multi-Instance Video Editing.

Samuel Teodoro, Agus Gunawan, Soo Ye Kim, Jihyong Oh, Munchurl Kim

CoRR, 2024

Baking Gaussian Splatting into Diffusion Denoiser for Fast and Scalable Single-stage Image-to-3D Generation.

Yuanhao Cai, He Zhang, Kai Zhang, Yixun Liang, Mengwei Ren, Fujun Luan, Qing Liu, Soo Ye Kim, Jianming Zhang, Zhifei Zhang, Yuqian Zhou, Zhe Lin, Alan L. Yuille

CoRR, 2024

Thinking Outside the BBox: Unconstrained Generative Object Compositing.

Gemma Canet Tarrés, Zhe Lin, Zhifei Zhang, Jianming Zhang, Yizhi Song, Dan Ruta, Andrew Gilbert, John P. Collomosse, Soo Ye Kim

Proceedings of the Computer Vision - ECCV 2024, 2024

IMPRINT: Generative Object Compositing by Learning Identity-Preserving Representation.

Yizhi Song, Zhifei Zhang, Zhe Lin, Scott Cohen, Brian L. Price, Jianming Zhang, Soo Ye Kim, He Zhang, Wei Xiong, Daniel G. Aliaga

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Descanning: From Scanned to the Original Images with a Color Correction Diffusion Model.

Junghun Cha, Ali Haider, Seoyun Yang, Hoeyeong Jin, Subin Yang, A. F. M. Shahab Uddin, Jaehyoung Kim, Soo Ye Kim, Sung-Ho Bae

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

ObjectStitch: Object Compositing with Diffusion Model.

Yizhi Song, Zhifei Zhang, Zhe Lin, Scott Cohen, Brian L. Price, Jianming Zhang, Soo Ye Kim, Daniel G. Aliaga

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

Modernizing Old Photos Using Multiple References via Photorealistic Style Transfer.

Agus Gunawan, Soo Ye Kim, Hyeonjun Sim, Jae-Ho Lee, Munchurl Kim

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

2022

ObjectStitch: Generative Object Compositing.

Yizhi Song, Zhifei Zhang, Zhe Lin, Scott Cohen, Brian L. Price, Jianming Zhang, Soo Ye Kim, Daniel G. Aliaga

CoRR, 2022

Zoom-to-Inpaint: Image Inpainting with High-Frequency Details.

Soo Ye Kim, Kfir Aberman, Nori Kanazawa, Rahul Garg, Neal Wadhwa, Huiwen Chang, Nikhil Karnad, Munchurl Kim, Orly Liba

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Layered Depth Refinement with Mask Guidance.

Soo Ye Kim, Jianming Zhang, Simon Niklaus, Yifei Fan, Simon Chen, Zhe Lin, Munchurl Kim

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

KOALAnet: Blind Super-Resolution Using Kernel-Oriented Adaptive Local Adjustment.

Soo Ye Kim, Hyeonjun Sim, Munchurl Kim

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

JSI-GAN: GAN-Based Joint Super-Resolution and Inverse Tone-Mapping with Pixel-Wise Task-Specific Filters for UHD HDR Video.

Soo Ye Kim, Jihyong Oh, Munchurl Kim

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

FISR: Deep Joint Frame Interpolation and Super-Resolution with a Multi-Scale Temporal Loss.

Soo Ye Kim, Jihyong Oh, Munchurl Kim

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Video Super-Resolution Based on 3D-CNNS with Consideration of Scene Change.

Soo Ye Kim, Jeongyeon Lim, Taeyoung Na, Munchurl Kim

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Deep SR-ITM: Joint Learning of Super-Resolution and Inverse Tone-Mapping for 4K UHD HDR Applications.

Soo Ye Kim, Jihyong Oh, Munchurl Kim

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

3DSRnet: Video Super-resolution using 3D Convolutional Neural Networks.

Soo Ye Kim, Jeongyeon Lim, Taeyoung Na, Munchurl Kim

CoRR, 2018

ITM-CNN: Learning the Inverse Tone Mapping from Low Dynamic Range Video to High Dynamic Range Displays Using Convolutional Neural Networks.

Soo Ye Kim, Dae-Eun Kim, Munchurl Kim

Proceedings of the Computer Vision - ACCV 2018, 2018

A Multi-purpose Convolutional Neural Network for Simultaneous Super-Resolution and High Dynamic Range Image Reconstruction.

Soo Ye Kim, Munchurl Kim

Proceedings of the Computer Vision - ACCV 2018, 2018