- Shuai Yang, Liming Jiang, Ziwei Liu, and Chen Change Loy. "GP-UNIT: Generative Prior for Versatile Unsupervised Image-to-Image Translation", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol.45, No.10, pp.11869-11993, Oct. 2023.
[pdf]
- Shuai Yang, Liming Jiang, Ziwei Liu, and Chen Change Loy. "VToonify: Controllable High-Resolution Portrait Video Style Transfer", ACM Transactions on Graphics (SIGGRAPH Asia - TOG), Vol.41, No.6, pp.1-15, 2022.
[pdf]
[project]
[code]
- Shuai Yang, Zhangyang Wang, Jiaying Liu, and Zongming Guo. "Controllable Sketch-to-Image Translation for Robust Face Synthesis", IEEE Transactions on Image Processing (TIP), Vol.30, pp.8797-8810, 2021.
[pdf]
- Shuai Yang, Zhangyang Wang, and Jiaying Liu. "Shape-Matching GAN++: Scale Controllable Dynamic Artistic Text Style Transfer", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol.44, No.7, pp.3807-3820, July 2022.
[pdf]
- Shuai Yang, Yueyu Hu, Wenhan Yang, Ling-Yu Duan, and Jiaying Liu. "Towards Coding for Human and Machine Vision: Scalable Face Image Coding", IEEE Transactions on Multimedia (TMM), Vol.23, pp.2957-2971, Sep. 2021.
[pdf]
[project]
- Shuai Yang*, Wenjing Wang*, and Jiaying Liu. "TE141K: Artistic Text Benchmark for Text Effect Transfer", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol.43, pp.3709-3723, Oct. 2021. (*Equal contribution)
[pdf]
[project]
[code]
- Shuai Yang, Jiaying Liu, Wenhan Yang, and Zongming Guo. "Context-Aware Text-Based Binary Image Stylization and Synthesis", IEEE Transactions on Image Processing (TIP), Vol.28, No.2, pp.952-964, Feb. 2019.
[pdf]
[project]
- Shuai Yang, Jiaying Liu, Zhouhui Lian, and Zongming Guo. "Text Effects Transfer via Distribution-Aware Texture Synthesis", Computer Vision and Image Understanding (CVIU), Vol.174, pp.43-56, Sep. 2018.
[pdf]
[project]
- Shuai Yang, Jiaying Liu, Yuming Fang, and Zongming Guo. "Joint-Feature Guided Depth Map Super-Resolution with Face Priors", IEEE Transactions on Cybernetics (TCYB), Vol.48, No.1, pp.399-411, Jan. 2018.
[pdf]
[project]
- Xinhao Wang, Wenjing Wang, Shuai Yang, and Jiaying Liu. "CLAST: Contrastive Learning for Arbitrary Style Transfer", Accepted by IEEE Transactions on Image Processing (TIP), Oct. 2022.
- Wendong Mao, Shuai Yang, Huihong Shi, Jiaying Liu, Zhongfeng Wang. "Intelligent Typography: Artistic Text Style Transfer for Complex Texture and Structure", Accepted by IEEE Transactions on Multimedia (TMM), Sep. 2022.
- Yuming Jiang, Shuai Yang, Haonan Qiu, Wayne Wu, Chen Change Loy, and Ziwei Liu. "Text2Human: Text-Driven Controllable Human Image Generation", ACM Transactions on Graphics (SIGGRAPH - TOG), Vol.41, No.4, pp.1-11, 2022.
[pdf]
[project]
[code]
[dataset]
- Xinhao Wang, Shuai Yang, Wenjing Wang, and Jiaying Liu. "Artistic Text Style Transfer", Accepted by IEEE Signal Processing Magazine (SPM), Apr. 2022.
- Jiaying Liu, Shuai Yang, Yuming Fang, and Zongming Guo. "Structure-Guided Image Inpainting Using Homography Transformation", IEEE Transactions on Multimedia (TMM), Vol.20, No.12, pp.3252-3265, Dec. 2018.
[pdf]
- Wenjing Wang, Shuai Yang, Jizheng Xu, and Jiaying Liu. "Consistent Video Style Transfer via Relaxation and Regularization", IEEE Transactions on Image Processing (TIP), Vol.29, pp.8680-8695, 2020.
[pdf]
[project]
[code]
- Wenhan Yang, Jiaying Liu, Shuai Yang, and Zongming Guo. "Scale-Free Single Image Deraining via Visibility-Enhanced Recurrent Wavelet Learning", IEEE Transactions on Image Processing (TIP), Vol.28, No.6, pp.2948-2961, Jun. 2019.
[pdf]
- Jiaying Liu, Wenhan Yang, Shuai Yang, and Zongming Guo. "D3R-Net: Dynamic Routing Residue Recurrent Network for Video Rain Removal", IEEE Transactions on Image Processing (TIP), Vol.28, No.2, pp.699-712, Feb. 2019.
[pdf]
- Sifeng Xia, Shuai Yang, and Jiaying Liu. "Selfie Retoucher: Subject-Oriented Self-Portrait Enhancement", Multimedia Tools and Applications (MTAP), Vol.78, No.19, pp.27591–27609, Oct. 2019.
[pdf]
- Saboya Yang, Shuai Yang, Wenhan Yang, and Jiaying Liu. "Automatic Portrait Oil Painter: Joint Domain Stylization for Portrait Images", Multimedia Tools and Applications (MTAP), Vol.77, No.13, pp.16113–16130, Jul. 2018.
[pdf]
- Boxi Yu, Yong Xua, Yan Huang, Shuai Yang, Jiaying Liu. "Mask-Guided GAN for Robust Text Editing in the Scene", Neurocomputing, Vol.441, No.21, pp.192–201, Jul. 2021.
- Shuai Yang, Yifan Zhou, Ziwei Liu, and Chen Change Loy. "FRESCO: Spatial-Temporal Correspondence for Zero-Shot Video Translation", Accepted by IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, U.S., June 2024.
[pdf]
[project]
[code]
- Shuai Yang, Yifan Zhou, Ziwei Liu, and Chen Change Loy. "Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation", ACM SIGGRAPH Asia Conference Proceedings, Sydney, Australia, Dec. 2023.
[pdf]
[project]
[code]
- Shuai Yang, Liming Jiang, Ziwei Liu, and Chen Change Loy. "StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned Faces", Proc. of International Conference on Computer Vision (ICCV), Paris, France, Oct. 2023.
[pdf]
[project]
[code]
- Shuai Yang, Liming Jiang, Ziwei Liu, and Chen Change Loy. "Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer", Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, Louisiana, Mar. 2022.
[pdf]
[project]
[code]
- Shuai Yang, Liming Jiang, Ziwei Liu, and Chen Change Loy. "Unsupervised Image-to-Image Translation with Generative Prior", Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, Louisiana, Mar. 2022.
[pdf]
[project]
[code]
- Shuai Yang, Zhangyang Wang, Jiaying Liu, and Zongming Guo. "Deep Plastic Surgery: Robust and Controllable Image Editing with Human-Drawn Sketches", Proc. of European Conference on Computer Vision (ECCV), Glasgow, UK, July 2020.
[pdf]
[project]
[code]
- Shuai Yang, Zhangyang Wang, Zhaowen Wang, Ning Xu, Jiaying Liu, and Zongming Guo. "Controllable Artistic Text Style Transfer via Shape-Matching GAN", Proc. of International Conference on Computer Vision (ICCV), Seoul, Korea, Oct. 2019. (oral)
[pdf]
[project]
[code]
- Shuai Yang, Jiaying Liu, Wenjing Wang, and Zongming Guo. "TET-GAN: Text Effects Transfer via Stylization and Destylization", Proc. of AAAI Conference on Artificial Intelligence (AAAI), Honolulu, Hawaii, Jan. 2019.
[pdf]
[project]
[code]
- Shuai Yang, Jiaying Liu, Wenhan Yang, and Zongming Guo. "Context-Aware Unsupervised Text Stylization", Proc. of ACM Multimedia (ACM MM), Seoul, Korea, Oct. 2018. (oral)
[pdf]
[project]
- Shuai Yang, Gene Cheung, Jiaying Liu, and Zongming Guo. "Soft Decoding of Light Field Images Using POCS and Fast Graph Spectral Filters", Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Calgary, AB, Canada, April 2018.
[pdf]
- Shuai Yang, Jiaying Liu, Zhouhui Lian, and Zongming Guo. "Awesome Typography: Statistics-Based Text Effects Transfer", Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, Hawaii, Jul. 2017.
[pdf]
[project]
[code]
- Shuai Yang, Jiaying Liu, Sifeng Xia, and Zongming Guo. "1+N Fusion: Cascaded Self-Portrait Enhancement", Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), New Orleans, LA, U.S., March. 2017. (oral)
[pdf]
[project]
- Shuai Yang, Sijie Song, Qikun Guo, Xiaoqing Lu, and Jiaying Liu. "Facial Depth Map Enhancement via Neighbor Embedding", Proc. of International Conference on Pattern Recognition (ICPR), Cancun, Mexico, Dec. 2016. (oral)
[pdf]
- Shuai Yang, Jiaying Liu, Sijie Song, Mading Li, and Zongming Guo. "Structure-Guided Image Completion via Regularity Statistics", Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Shanghai, China, March. 2016.
[pdf]
[project]
- Shuai Yang, Jiaying Liu, Wenhan Yang, and Zongming Guo. "Perspective Distorted Video Restoration and Stabilization For Mobile Devices", Proc. of IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP), Chengdu, China, Jul. 2015. (oral)
[pdf]
[project]
- Yuming Jiang, Tianxing Wu, Shuai Yang, Chenyang Si, Dahua Lin, Yu Qiao, Chen Change Loy, and Ziwei Liu. "VideoBooth: Diffusion-based Video Generation with Image Prompts", Accepted by IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, U.S., June 2024.
[pdf]
[project]
[code]
- Yuming Jiang, Shuai Yang, Tong Liang Koh, Wayne Wu, Chen Change Loy, and Ziwei Liu. "Text2Performer: Text-Driven Human Video Generation", Proc. of International Conference on Computer Vision (ICCV), Paris, France, Oct. 2023.
[pdf]
[project]
[code]
- Yuxin Jiang, Liming Jiang, Shuai Yang, and Chen Change Loy. "Scenimefy: Learning to Craft Anime Scene via Semi-Supervised Image-to-Image Translation", Proc. of International Conference on Computer Vision (ICCV), Paris, France, Oct. 2023.
- Junzhe Zhang, Yushi Lan, Shuai Yang, Fangzhou Hong, Quan Wang, Chai Kiat Yeo, Ziwei Liu, and Chen Change Loy. "DeformToon3D: Deformable 3D Toonification from Neural Radiance Fields", Accepted by International Conference on Computer Vision (ICCV), Paris, France, Oct. 2023.
- Yushi Lan, Xuyi Meng, Shuai Yang, Chen Change Loy, and Bo Dai. "E3DGE: Self-supervised Geometry-Aware Encoder for Style-based 3D GAN Inversion", Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, June 2023.
[pdf]
[project]
[code]
- Hao Liang, Shuai Yang, Wenjing Wang and Jiaying Liu. "Instance-Aware Coherent Video Style Transfer for Chinese Ink Wash Painting", Proc. of International Joint Conference on Artificial Intelligence (IJCAI), Montreal, Canada, Aug. 2021.
[project]
- Qiyu Dai, Shuai Yang, Wenjing Wang, Wei Xiang and Jiaying Liu. "Edit Like A Designer: Modeling Design Workflows for Unaligned Fashion Editing", Proc. of ACM Multimedia (ACM MM), Chengdu, Oct. 2021.
- Yu Han, Shuai Yang, Wenjing Wang, and Jiaying Liu. "From Design Draft to Real Attire: Unaligned Fashion Image Translation", Proc. of ACM Multimedia (ACM MM), Seattle, Washington, Oct. 2020.
[pdf]
[project]
- Yueyu Hu, Shuai Yang, Wenhan Yang, Ling-Yu Duan, and Jiaying Liu. "Towards Coding for Human and Machine Vision: A Scalable Image Coding Approach", Proc. of IEEE International Conference on Multimedia & Expo (ICME), London, UK, July 2020. (oral, Best Paper Award)
[pdf]
[project]
- Keqiang Yan, Shuai Yang, Wenjing Wang, and Jiaying Liu. "Multitask Attentive Network for Text Effects Quality Assessment", Proc. of IEEE International Conference on Multimedia & Expo (ICME), London, UK, July 2020.
[pdf]
[project]
- Wenjing Wang, Jiaying Liu, Shuai Yang, and Zongming Guo. "Typography with Decor: Intelligent Text Style Transfer", Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, California, U.S., Jun. 2019.
[pdf]
[project]
[code]
- Jiaying Liu, Wenhan Yang, Shuai Yang, and Zongming Guo. "Erase or Fill? Deep Joint Recurrent Rain Removal and Reconstruction in Videos", Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, Utah, June 2018.
[pdf]
[project]
- Saboya Yang, Jiaying Liu, Wenhan Yang, Shuai Yang, and Chunpeng Li. "Soft Segmentation-Guided Bipartite Graph Image Stylization", Proc. of IEEE International Conference on Image Processing (ICIP), Beijing, China, Sep. 2017.
[pdf]
- Saboya Yang, Jiaying Liu, Shuai Yang, Wenhan Yang, and Zongming Guo. "Joint-Domain Unsupervised Stylization for Portraits", Proc. of IEEE International Symposium on Circuits and Systems (ISCAS), Baltimore, MD, May 2017.
[pdf]
- Sifeng Xia, Shuai Yang, Jiaying Liu, and Zongming Guo. "Novel Self-Portrait Enhancement via Multi-Photo Fusing", Proc. of Asia Pacific Signal and Information Processing Association (APSIPA), Jeju, Korea, Dec. 2016. (oral)
[pdf]
[project]
- Saboya Yang, Jiaying Liu, Shuai Yang, Sifeng Xia, and Zongming Guo. "Hierarchical Oil Painting Stylization with Limited Reference via Sparse Representation", Proc. of IEEE International Workshop on Multimedia Signal Processing (MMSP), Xiamen, China, Oct. 2015. (oral, Top 10% Paper Awards)
[pdf]
[project]
- Wenhan Yang, Jiaying Liu, Shuai Yang, and Zongming Guo, "Novel Autoregressive Model Based on Adaptive Window-Extension and Patch-Geodesic Distance for Image Interpolation", Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brisbane, Australia, Apr. 2015.
[pdf]
- Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy. Image processing method and apparatus, device, and storage medium, Singapore Patent Application, 10202250690T (Patent Pending).
- Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy. Image conversion method and apparatus, device, and storage medium, Singapore Patent Application, 10202110140R (Patent Pending).
- Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy. Image processing method and apparatus, terminal, and storage medium, Singapore Patent Application, 10202202209R (Patent Pending).
- Shuai Yang, Jiaying Liu, Sifeng Xia, Zongming Guo. 图像拼接方法及装置, Chinese Patent Application, ZL 201710134639.2.
- Shuai Yang, Sifeng Xia, Jiaying Liu, Zongming Guo. 多张图片融合的方法及装置, Chinese Patent Application, ZL 201710021329.X.
- Shuai Yang, Jiaying Liu, Sijie Song, Zongming Guo. 深度图增强方法和深度图增强装置, Chinese Patent Application, ZL 201611093936.9.
- Shuai Yang, Jiaying Liu, Mading Li, Qiaochu Li, Zongming Guo. 多边形检测方法和多边形检测装置, Chinese Patent Application, ZL 201410193194.1.
- Jiaying Liu, Shuai Yang, Wenjing Wang, Zongming Guo.
一种联合风格化与去风格化的艺术字编辑方法和系统, Chinese Patent Application, ZL 201811487971.8.
- Jiaying Liu, Shuai Yang, Wenhan Yang, Zongming Guo.
一种图文结合的海报生成方法, Chinese Patent Application, 201811068309.9. (Patent Pending).
- Jiaying Liu, Shuai Yang, Zhouhui Lian, Zongming Guo. 一种基于多通道的艺术字生成方法及系统, Chinese Patent Application, ZL 201810078035.5.
- Jiaying Liu, Yueyu Hu, Shuai Yang, Dezhao Wang, Zongming Guo. 一种可扩展人机协同图像编码方法及编码系统, Chinese Patent Application, ZL 201911415561.7.
- Wei Bai, Jiaying Liu, Shuai Yang, Zongming Guo. 一种图像风格化重建方法及装置, Chinese Patent Application, ZL 201510379988.1.
- Wenhan Yang, Jiaying Liu, Shuai Yang, Zongming Guo. 一种基于网络图像块检索的图像重建方法及系统, Chinese Patent Application, ZL 201510633384.5.
- Saboya Yang, Jiaying Liu, Shuai Yang, Zongming Guo. 图像风格化重建的方法和装置, Chinese Patent Application, ZL 201510045335.X.
- Jiaying Liu, Xinhao Wang, Wenjing Wang, Shuai Yang, Zongming Guo. 一种基于对比学习的任意风格迁移方法及系统, Chinese Patent Application, 202110528861.7. (Patent Pending).
- Jiaying Liu, Hao Liang, Wenjing Wang, Shuai Yang, Zongming Guo. 一种基于实例分割和参考帧的水墨视频生成方法及装置, Chinese Patent Application, 202110571615X. (Patent Pending).
- Jiaying Liu, Yuzhang Hu, Wenjing Wang, Shuai Yang, Zongming Guo. 一种针对特效字的智能字效迁移方法, Chinese Patent Application, 201910440039.8. (Patent Pending).
- Jiaying Liu, Wenhan Yang, Chen Wei, Shuai Yang, Zongming Guo. 视频去雨的方法、装置、设备及计算机可读存储介质, Chinese Patent Application, ZL 201810541578.6.
- Jiaying Liu, Qiaochu Li, Mading Li, Shuai Yang, Zongming Guo. 图像处理装置和图像处理方法, Chinese Patent Application, ZL 201410200267.5.