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Selected Publications

LayerFusion: Harmonized Multi-Layer Text-to-Image Generation with Generative Priors

Yusuf Dalva, Yijun Li, Qing Liu, Nanxuan Zhao, Jianming Zhang, Zhe Lin, Pinar Yanardag
Preprint, 2024
Project Paper

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
Preprint, 2024
Project Paper

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
Preprint, 2024
Project Paper

Motion Inversion for Video Customization

Luozhou Wang, Guibao Shen, Yixun Liang, Xin Tao, Pengfei Wan, Di Zhang, Yijun Li, Ying-Cong Chen
Preprint, 2024
Project Paper Code

SG-Adapter: Enhancing Text-to-Image Generation with Scene Graph Guidance
Guibao Shen, Luozhou Wang, Jiantao Lin, Wenhang Ge, Chaozhe Zhang, Xin Tao, Yuan Zhang, Pengfei Wan, Zhongyuan Wang, Guangyong Chen, Yijun Li, Ying-Cong Chen
Preprint, 2024
Paper

Removing Distributional Discrepancies in Captions Improves Image-Text Alignment

Yuheng Li, Haotian Liu, Mu Cai, Yijun Li, Eli Shechtman, Zhe Lin, Yong Jae Lee, Krishna Kumar Singh
European Conference on Computer Vision (ECCV), 2024
Project Paper

Text-Anchored Score Composition: Tackling Condition Misalignment in T2I Diffusion Models

Luozhou Wang, Guibao Shen, Wenhang Ge, Guangyong Chen, Yijun Li, Ying-Cong Chen
European Conference on Computer Vision (ECCV), 2024
Project Paper Code

Separate-and-Enhance: Compositional Finetuning for Text-to-Image Diffusion Models

Zhipeng Bao, Yijun Li, Krishna Kumar Singh, Yu-Xiong Wang, Martial Hebert
ACM Transactions on Graphics (SIGGRAPH), 2024
Project Paper Code

AT-EDM: Attention-Driven Training-Free Efficiency Enhancement of Diffusion Models

Hongjie Wang, Difan Liu, Yan Kang, Yijun Li, Zhe Lin, Niraj K. Jha, Yuchen Liu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Project Paper

MAGICK: A Large-scale Captioned Dataset from Matting Generated Images using Chroma Keying

Ryan D. Burgert, Brian L. Price, Jason Kuen, Yijun Li, Michael S. Ryoo
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Project Paper

Consistent Multimodal Generation via A Unified GAN Framework

Zhen Zhu, Yijun Li, Weijie Lyu, Krishna Kumar Singh, Zhixin Shu, Sören Pirk, Derek Hoiem
IEEE Winter Conference on Applications of Computer Vision (WACV), 2024
Paper

Cross-modal Latent Space Alignment for Image to Avatar Translation

Manuel Ladron de Guevara, Jose Echevarria, Yijun Li, Yannick Hold-Geoffroy, Cameron Smith, Daichi Ito
IEEE International Conference on Computer Vision (ICCV), 2023
Paper Supplementary

Zero-shot Image-to-Image Translation

Gaurav Parmar, Krishna Kumar Singh, Richard Zhang, Yijun Li, Jingwan Lu, Jun-Yan Zhu
ACM Transactions on Graphics (SIGGRAPH), 2023
Project Paper Code

Contrastive Learning for Diverse Disentangled Foreground Generation

Yuheng Li, Yijun Li, Jingwan Lu, Eli Shechtman, Yong Jae Lee, Krishna Kumar Singh
European Conference on Computer Vision (ECCV), 2022
Paper

3D-FM GAN: Towards 3D-Controllable Face Manipulation

Yuchen Liu, Zhixin Shu, Yijun Li, Zhe Lin, Richard Zhang, S.Y. Kung
European Conference on Computer Vision (ECCV), 2022
Project Paper

Spatially-Adaptive Multilayer Selection for GAN Inversion and Editing

Gaurav Parmar, Yijun Li, Jingwan Lu, Richard Zhang, Jun-Yan Zhu, Krishna Kumar Singh
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
Project Paper Code

Collaging Class-specific GANs for Semantic Image Synthesis

Yuheng Li, Yijun Li, Jingwan Lu, Eli Shechtman, Yong Jae Lee, Krishna Kumar Singh
IEEE International Conference on Computer Vision (ICCV), 2021
Project Paper

Learning to Caricature via Semantic Shape Transform

Wenqing Chu, Wei-Chih Hung, Yi-Hsuan Tsai, Yu-Ting Chang, Yijun Li, Deng Cai, Ming-Hsuan Yang
International Journal of Computer Vision (IJCV), 2021
Paper Code

Few-shot Image Generation via Cross-domain Correspondence

Utkarsh Ojha, Yijun Li, Jingwan Lu, Alexei A. Efros, Yong Jae Lee, Eli Shechtman, Richard Zhang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
Project Paper Code

Rethinking and Improving the Robustness of Image Style Transfer
Oral Best Paper Candidate
Pei Wang, Yijun Li, Nuno Vasconcelos
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
Paper Code

IMAGINE: Image Synthesis by Image-Guided Model Inversion

Pei Wang, Yijun Li, Krishna Kumar Singh, Jingwan Lu, Nuno Vasconcelos
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
Paper

Content-Aware GAN Compression

Yuchen Liu, Zhixin Shu, Yijun Li, Zhe Lin, Federico Perazzi, S.Y. Kung
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
Project Paper Code

Controllable and Progressive Image Extrapolation

Yijun Li, Lu Jiang, Ming-Hsuan Yang
IEEE Winter Conference on Applications of Computer Vision (WACV), 2021
Paper

Few-shot Image Generation with Elastic Weight Consolidation

Yijun Li, Richard Zhang, Jingwan Lu, Eli Shechtman
Advances in Neural Information Processing Systems (NeurIPS), 2020
Project Paper Supplemental

Modeling Artistic Workflows for Image Generation and Editing

Hung-Yu Tseng, Matthew Fisher, Jingwan Lu, Yijun Li, Vladimir Kim, Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), 2020
Paper Code

Collaborative Distillation for Ultra-Resolution Universal Style Transfer

Huan Wang, Yijun Li, Yuehai Wang, Haoji Hu, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
Paper Code

Fast Video Multi-Style Transfer

Wei Gao, Yijun Li, Yihang Yin, Ming-Hsuan Yang
IEEE Winter Conference on Applications of Computer Vision (WACV), 2020
Paper Code

Im2Pencil: Controllable Pencil Illustration from Photographs

Yijun Li, Chen Fang, Aaron Hertzmann, Eli Shechtman, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
Paper Code

Joint Image Filtering with Deep Convolutional Networks

Yijun Li, Jia-Bin Huang, Narendra Ahuja, Ming-Hsuan Yang
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018
Paper Code

A Closed-form Solution to Photorealistic Image Stylization

Yijun Li, Ming-Yu Liu, Xueting Li, Ming-Hsuan Yang, Jan Kautz
European Conference on Computer Vision (ECCV), 2018
Paper Code (11k stars)

Flow-Grounded Spatial-Temporal Video Prediction from Still Images

Yijun Li, Chen Fang, Jimei Yang, Zhaowen Wang, Xin Lu, Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), 2018
Paper Code

Universal Style Transfer via Feature Transforms

Yijun Li, Chen Fang, Jimei Yang, Zhaowen Wang, Xin Lu, Ming-Hsuan Yang
Advances in Neural Information Processing Systems (NIPS), 2017
Paper Code Two Minute Papers

Diversified Texture Synthesis with Feed-forward Networks
Spotlight
Yijun Li, Chen Fang, Jimei Yang, Zhaowen Wang, Xin Lu, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
Paper Code Project

Generative Face Completion

Yijun Li, Sifei Liu, Jimei Yang, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
Paper Code Project

Deep Joint Image Filtering

Yijun Li, Jia-Bin Huang, Narendra Ahuja, Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), 2016
Paper Code Project

Efficient Saliency-Model-Guided Visual Co-Saliency Detection

Yijun Li, Keren Fu, Zhi Liu, Jie Yang
IEEE Signal Processing Letters (SPL), 2015
Paper Code

Everything will be OK in the end. If it is not OK, it is not the end.